A concept for the molecular design of readily treatable chemicals
SJ. Smith, G. Sigmund, TV. Wagner, NB. Sutton, A. Georgi, D. Zahn, JE. Dykstra, Z. Wang, HV. Lutze, M. Ateia, M. Neumann, BM. AumeierRSC Sustainability 2026. DOI: 10.1039/d5su00944h.
2
A feasible methanol economy for a green future
Abhinandan Nabera, Javier Pérez-Ramírez, Antonio José Martín, Hidde Kolmeijer, Gonzalo Guillén‐GosálbezGreen Chem. 2026, 28, 174. DOI: 10.1039/d5gc04615g. Dataset: 10.5281/zenodo.17044022 (Zenodo).
2
A metrics-driven framework for a circular chemical industry
Javier Pérez-Ramírez, Daniel Vázquez, Gonzalo Guillén-Gosálbez, Abhinandan Nabera, Lucas F. Santos, Antonio J. MartínChem Circularity 2026, 1. DOI: 10.1016/j.checir.2026.100009. Dataset: 10.5281/zenodo.17724861 (Zenodo).
A single reaction-based model describes the stepped polarization curves of oxygen evolution recorded on rotating disk electrodes from mildly alkaline solutions
Éva Fekete, Liliana Gálvez‐Vázquez, Peter Broekmann, Soma Vesztergom, Noémi Kovács, Aline Bornet, Zsolt Szakály, Mária Ujvári, Tavo Romann, Vitali Grozovski, Ádám Hideg, Pavel Moreno-GarcíaJ. Catal. 2026, 460, 116974. DOI: 10.1016/j.jcat.2026.116974. Dataset: 10.5281/zenodo.18601278 (Zenodo).
Alcohol‐Directed Carboamination of Conjugated Enynes
Alloying Co with Pt balances CO2 and methane activation in dry reforming of methane
D. Piankova, D. Niedbalka, R. Buonsanti, A. Comas-Vives, ED. López, P.M. Abdala, A. Loiudice, M. Janák, H. Prats, C.R. MüllerJ. Catal. 2026, 457, 116819. DOI: 10.1016/j.jcat.2026.116819. Dataset: 10.5281/zenodo.19067585 (Zenodo).
Amino acid composition drives aggregation during peptide synthesis
AuLCA: augmented life cycle assessment for chemical data gaps
Maximilian G. Hoepfner, Dion Jakobs, Lucas F. Santos, Gonzalo Guillén‐GosálbezGreen Chem. 2026, 28, 8283. DOI: 10.1039/d5gc06892d. Dataset: 10.5281/zenodo.17962519 (Zenodo).
Bayesian Optimization–Guided Development of P450BM3-Catalyzed Metal–Hydride Hydrogen Atom Transfer
Boosting Computational Catalysis and Chemical Reactivity with Artificial Intelligence
S.P. Schmid, Kjell Jorner, V. Böttcher, Clémence Corminboeuf, A. Tetenoire, K. Szenes, M. Reiher, H. Hoppe, E. Fako, M. Drosou, DA. Pantazis, A. Nova, Ž. Ivković, N. Iwanojko, J. Kästner, Philippe Schwaller, M. Meuwly, KD. VogiatzisJ. Am. Chem. Soc. 2026, 148, 9143. DOI: 10.1021/jacs.5c17786.
Breaking Lock-ins to Enable a Green Pharmacy
ML. Diamond, Z. Wang, A. ShalinEnviron. Sci. Technol. 2026, 60, 5960. DOI: 10.1021/acs.est.5c12437.
2
Bridging Catalyst Design and Process-Level Analysis for Sustainable Polyethylene Recycling <i>via</i> Hydrogenolysis
Yuzhen Ge, Gonzalo Guillén‐Gosálbez, Iris Nogueroles-Langa, Javier Pérez-Ramírez, Cecilia Salah, Antonio José MartínChimia 2026, 80, 245. DOI: 10.2533/chimia.2026.245.
Ceria‐Based Catalysts for Sustainable Processing of Plastic Waste
Paul J. Dyson, XinBang WuAdvanced Energy and Sustainability Research 2026, 7, e70215. DOI: 10.1002/aesr.70215.
Chemical reasoning in LLMs unlocks strategy-aware synthesis planning and reaction mechanism elucidation
Co 1 /Ru Single‐Atom Alloy Catalyst for Sustainable Polypropylene Hydrogenolysis to Long‐Chain Liquid Products
Gonzalo Guillén‐Gosálbez, Javier Pérez-Ramírez, Sibei Zou, Antonio José Martín, Yuzhen Ge, Alexandra Krestnikova, Yimeng JinAdv. Mater. 2026, e73643. DOI: 10.1002/adma.73643. Dataset: 10.5281/zenodo.18368207 (Zenodo).
Computing band gaps of periodic materials via sample-based quantum diagonalization
MA. Barroca, M. Steiner, R. Neumann Barros Ferreira, A. Duriez, A. Mezzacapo, B. Jaderberg, PC. Carvalho, F. Zipoli, B. Wunsch, K. Sharmanpj Comput. Mater. 2026. DOI: 10.1038/s41524-026-02059-0.
2
Constrained Molecular Generation via Sequential Flow Model Fine-Tuning
L. Schaufelberger, A. Krause, Kjell Jorner, R. De Santi, Sven GutjahrICML 2026.
2
Construction of dual-cofactor artificial metalloenzymes for synergistic and enantiodivergent catalysis of Michael addition reactions
N.P. Truong, SP. Armes, V. Lutz‐Bueno, V. Lohmann, N. De Alwis Watuthanthrige, A. AnastasakiJ. Am. Chem. Soc. 2026, 148, 5400. DOI: 10.1021/jacs.5c18937. Dataset: 10.5281/zenodo.20346104 (Zenodo).
Discovery and engineering of polymerases and ligases for the synthesis of modified nucleic acids
S. Honda Malca, Peter Stockinger, Miquel Estévez-Gay, Rebecca M. BullerCurrent Opinion in Chemical Biology 2026, 93. DOI: 10.1016/j.cbpa.2026.102697.
Dopant-controlled oxygen vacancy dynamics define CO2-to-methanol catalysis on In2O3
A. Fedorov, A. Landuyt, AA. Kolganov, P.M. Abdala, EA. Pidko, A. Kierzkowska, C.R. Müller, M. Becker, MS. Baidun, F. DonatNat. Commun. 2026. DOI: 10.1038/s41467-026-72876-w. Dataset: 10.5281/zenodo.19450660 (Zenodo).
2
Dynamic Confinement Approach for High Metal Loading Single‐Atom Catalysts Based on Covalent Organic Frameworks
Patrick W. Fritz, Timur Ashirov, Maarten Nachtegaal, José Manuel González Acosta, Ali Coskun, Murad Najafov, Felipe Gándara, Núria López, Stephan Pollitt, Kyung Seob Song, Krzysztof Piech, Andrea Ruiz FerrandoAngew. Chem. Int. Ed. 2026, 65. DOI: 10.1002/anie.202522238. Dataset: 10.5281/zenodo.18090940 (Zenodo).
Electrochemical Control over Electron Density of InAs Quantum Dots
Dmitry N. Dirin, Rui Tao, Hua Chen, Yan B. Vogel, Lorenzo J.A. Ferraresi, Arjan J. Houtepen, Simon C. Boehme, Maksym V. Kovalenko, I. ShorubalkoJ. Am. Chem. Soc. 2026, 148, 3938. DOI: 10.1021/jacs.5c21128. Dataset: 10.5281/zenodo.17662814 (Zenodo).
Filament-catalyst lightbulb reactor for efficient methane conversion
Abhinandan Nabera, S. Wang, KS. Indriadi, N. Yan, JY. Tan, SS. Wong, Javier Pérez-Ramírez, Gonzalo Guillén‐GosálbezNat. Sustain. 2026. DOI: 10.1038/s41893-026-01812-z.
General Reaction Conditions <i>via</i> Data-driven Optimisation
Interfacial W–O–Zr ensembles in tungstated zirconia catalysts enable efficient hydrogen-free recycling of polypropylene waste
Robert N. Grass, Sibei Zou, Gonzalo Guillén‐Gosálbez, Javier Pérez-Ramírez, Patrik O. Willi, Javier Fernández-González, Yuzhen Ge, Wendelin J. Stark, Antonio José MartínNat. Commun. 2026. DOI: 10.1038/s41467-026-73420-6. Dataset: 10.5281/zenodo.17840461 (Zenodo).
Interfacing Broad-Spectrum Semiconductors with Hydrogenases for Semi-Artificial Solar Reforming of Cellulose
M. Shi, R. Li, C. Li, R.D. Milton, A. Bin Mohamad Annuar, S. Webb, Y. Liu, E. ReisnerJ. Am. Chem. Soc. 2026. DOI: 10.1021/jacs.6c03439. Dataset: 10.17863/cam.129517 (Other).
Inverse Molecular Design for the Discovery of Organic Energy Transfer Photocatalysts: Bridging Global and Local Chemical Space Exploration
Julius Gemen, Kjell Jorner, Frank Glorius, Nils H. Rendel, Leon SchlosserJ. Am. Chem. Soc. 2026, 148, 6451. DOI: 10.1021/jacs.5c20087. Dataset: 10.5281/zenodo.18215365 (Zenodo).
Inverse design of frustrated Lewis pairs for direct catalytic CO
2
hydrogenation: refining and expanding design rules
Ligand-Modulated Release of Copper Active Sites Extends Ethylene Production in CO
2
Electroreduction
R. Buonsanti, L. Zaza, Philippe Schwaller, M. Tritschler, J. Leemans, E. Fako, Junwu ChenJ. Am. Chem. Soc. 2026, 148, 13118. DOI: 10.1021/jacs.5c22701. Dataset: 10.5281/zenodo.18798600 (Zenodo).
2
Linking chemistry and industrial ecology for circularity
Y. Yao, J. Guinée, S. Hellweg, N. Thonemann, SA. Miller, A. Bardow, B. Zhu, A. Lapkin, F. Meng, E. Hertwich, S. Cucurachi, M. JiangChem Circularity 2026, 1, 100040. DOI: 10.1016/j.checir.2026.100040.
Mechanistic Insights into Lysine Cyclodeaminase Catalysis
Oxides and Carbonates Accelerate Copper Instability in CO
2
Electroreduction
A. Loiudice, S. Toleukhanova, J. Vavra, P. Albertini, R. Buonsanti, V. TileliJ. Am. Chem. Soc. 2026, 148, 9784. DOI: 10.1021/jacs.5c21287. Dataset: 10.5281/zenodo.18235845 (Zenodo).
PdGa Alloy Dynamics under CO
2
Hydrogenation from Surface Organometallic Chemistry on a Chip and Operando Transmission Electron Microscopy
Phase‐Pure and Size‐Tunable Tin Halide Perovskite Quantum Dots
Benjamin Aymoz, Sebastian Siol, Dmitry N. Dirin, Ole F. Dressler, Maksym V. Kovalenko, Simon C. Boehme, Sebastian Sabisch, Stefanie FrickAdv. Mater. 2026. DOI: 10.1002/adma.202523678.
Phonon-driven wavefunction localization enhances room-temperature single-photon purity in large hybrid lead halide perovskite quantum dots
Leon Gabriel Feld, Gur Lubin, Rui Tao, Simon C. Boehme, Nadav Frenkel, Vanessa Wood, Taehee Kim, Stefano Canossa, Maryna I. Bodnarchuk, Dan Oron, Viktoriia Morad, Chenglian Zhu, Nuri Yazdani, Gabriele Rainò, Sebastian Sabisch, Miri Kazes, Mariia Svyrydenko, Maksym V. KovalenkoNat. Commun. 2026, 17, 1974. DOI: 10.1038/s41467-026-68607-w.
Physics-Informed and Equivariant Machine Learning for Molecular Dipole Moment Prediction
Renewable synthetic crude oil to mitigate carbon emissions and fossil fuel dependency
Abhinandan Nabera, Juan D. Medrano‐García, Hidde Kolmeijer, Gonzalo Guillén‐GosálbezEnergy Environ. Sci. 2026, 19, 3300. DOI: 10.1039/d5ee07428b. Dataset: 10.1039/d5ee07428b (Zenodo).
Ring-opening decarbonylative C(sp
3
)–C(sp
3
) cross-electrophile coupling of cyclic imides with unactivated alkyl chlorides
Bill Morandi, Niklas J. Lentelink, Peter M. F. Pânzar, Nathalie A. V. RowlinsonChem. Sci. 2026, 17, 8479. DOI: 10.1039/d6sc00815a. Dataset: 10.5281/zenodo.18837224 (Zenodo).
Roadmap for transforming heterogeneous catalysis with artificial intelligence
F. Che, NM. Schweitzer, GTKK. Gunasooriya, S. Wang, S. Linic, T. Laino, AJ. Medford, X. Wang, RJ. Meyer, L. Qi, WJ. Shaw, HJ. Kulik, ZW. Ulissi, J. Peng, H. Li, N. Artrith, C. Phillips, J. Qian, LC. Grabow, H. Xin, Núria López, JR. KitchinNat. Catal. 2026, 9. DOI: 10.1038/s41929-026-01479-x.
Sample-efficient generative molecular design using memory manipulation
Selective Conversion of Polyolefin Waste to Branched Alkanes via Methane‐Free Tandem Hydrocracking–Isomerization
Xuan Meng, Sitan Wang, Kun‐Han Lin, Kande Liu, Matilde Onofri, Roland C. Turnell-Ritson, XinBang Wu, Paul J. Dyson, Li ShiAdvanced Science 2026, 13, e16707. DOI: 10.1002/advs.202516707.
2
Stereoselective palladium-catalyzed carboetherification of cyclopropenes
via
a tethering strategy
Strain boosts propanol electrosynthesis from CO on copper
K. Kumar, J. Leemans, E. Ibáñez-Alé, L. Zaza, A. Loiudice, Z. Lian, R. Buonsanti, M. Wang, Núria López, D. Stoian, X. Li, D. Sinton, AS. Zeraati, P. AlbertiniNat. Catal. 2026, 9, 378. DOI: 10.1038/s41929-026-01501-2. Dataset: 10.5281/zenodo.18183752 (Zenodo).
2
Surface-Governed Photoredox Reactivity of CsPbBr3 Quantum Dots
Leon Gabriel Feld, Henry Lindner, Yesim Sahin, Maksym V. Kovalenko, Viktoriia Morad, Willi M. Amberg, Erick M. Carreira, Sebastian Sabisch, Gabriele Rainò, Rui Tao, Dmitry N. DirinNano Letters 2026, 26, 3107. DOI: 10.1021/acs.nanolett.5c06027.
TANGO: direct optimization of constrained synthesizability for generative molecular design
Unified Synthesis Platform for 1,2,3-Trisubstituted Cyclopentadienyl Ligands Decouples Sterics from Electronics
Bram Van Den Bossche, Nicolai CramerJ. Am. Chem. Soc. 2026, 148, 3775. DOI: 10.1021/jacs.5c20631.
Unlocking the efficiency of low-Cu content metal oxide perovskite for green ammonia synthesis through electrochemical nitrate reduction
E. Morallón, Peter Broekmann, M. García-Rodríguez, A. Dutta, D. Cazorla-Amorós, M. LiuElectrochimica Acta 2026, 572. DOI: 10.1016/j.electacta.2026.149150.
2
Value Matching: Scalable and Gradient-Free Reward-Guided Flow Adaptation
A. Krause, Cristian Perez Jensen, R. De Santi, Kjell Jorner, L. SchaufelbergerICLR 2026.
Verifier-Constrained Flow Expansion for Discovery Beyond the Data
A. Krause, Y.-P. Hsieh, Kimon Protopapas, R. De SantiICLR 2026.
2025
(Bi)carbonate Precipitation and Gas Diffusion Electrode Stability Coexist during Pulsed Electrochemical CO2 Reduction
A Hazard-Based Approach Enables the Efficient Identification of Chemicals of Concern in Plastics
K.J. Groh, Z. Wang, L. Zimmermann, L. Monclús, H.P.H. Arp, J.D. Hader, J. Muncke, M.E. Løseth, M. WagnerEnviron. Sci. Technol. 2025, 59, 16144. DOI: 10.1021/acs.est.5c02912.
2
A Holistic Data-Driven Approach to Synthesis Predictions of Colloidal Nanocrystal Shapes
A global analysis of the rise, reign, and retreat of topics in research toward sustainable platform chemicals
Javier Pérez-Ramírez, B. Tremolada, Antonio José Martín, Gonzalo Guillén‐Gosálbez, B. Steffen, Lucas F. Santos, P. TautoratGreen Chem. 2025, 27. DOI: 10.1039/d5gc02863a. Dataset: 10.5281/zenodo.19730313 (Zenodo).
A multi-modal transformer for predicting global minimum adsorption energy
Accessing carbon, boron and germanium spiro stereocentres in a unified catalytic enantioselective approach
Nicolai Cramer, Y.-X. Cao, A.-S. Chauvin, L. Alama, S. TongNat. Catal. 2025, 8, 569-578. DOI: 10.1038/s41929-025-01352-3.
Active Sites under Electronic Effect Are More Sensitive to Microenvironment in CO2 Electroreduction
A. Loiudice, P. Rodlamul, P.P. Albertini, R. Buonsanti, N. Hicks, J. Calderon Mora, J. Leemans, M. GuskovaJ. Am. Chem. Soc. 2025, 147, 25517-25526. DOI: 10.1021/jacs.5c05697. Dataset: 10.5281/zenodo.15682133 (Zenodo).
Additive-Enhanced PAX Polyesters for Industrial Processing and Increased Longevity
M.A. Hedou, R. Marti, L.P. Manker, M.P. Shaver, J.S. LuterbacherACS Sustain. Chem. Eng. 2025, 13, 7710-7716. DOI: 10.1021/acssuschemeng.4c08640.
Advances in integrating microbial metabolism with catalytic systems
Aldehyde-Stabilization Strategies for Building Biobased Consumer Products around Intact lignocellulosic Structures
J.S. Luterbacher, S. Zheng, L.P. Manker, S. SunAcc. Chem. Res. 2025, 58, 877-892. DOI: 10.1021/acs.accounts.4c00819.
Alloyed molybdenum enables efficient alcohol hydrodeoxygenation with supported bimetallic catalysts
Maarten Nachtegaal, Christophe Copéret, Olga V. Safonova, Kazukata Sakamoto, Christian Ehinger, Stephan Pollitt, Jordan De Jesus Silva, Xiaoyu ZhouChem. Sci. 2025, 16, 5887. DOI: 10.1039/d4sc08532a. Dataset: 10.5281/zenodo.16639910 (Zenodo).
An Asymmetric Hydrogen Atom Transferase with an Abiological Thiophenol Cofactor
K. Zhang, H. Cao, T. Vornholt, Thomas R. Ward, D. Chen, K. Yu, V. GorbachevJ. Am. Chem. Soc. 2025, 147, 41600. DOI: 10.1021/jacs.5c12516. Dataset: 10.5281/zenodo.15095697 (Zenodo).
2
Artificial Metalloenzymes with Two Catalytic Cofactors for Tandem Abiotic Transformations
K. Lau, W. Wang, F. Pojer, Kailin Zhang, Thomas R. Ward, X. Hu, R. TachibanaAngew. Chem. Int. Ed. 2025, 64, e202422783. DOI: 10.1002/anie.202422783. Dataset: 10.5281/zenodo.14442893 (Zenodo).
Assessing decarbonization strategies and industrial symbiosis in the chemical and waste‐to‐energy sector
Best practices for multi-fidelity Bayesian optimization in materials and molecular research
J.M. Hernández-Lobato, L. Roch, D. Pacheco Gutiérrez, J.S. Luterbacher, R. Barbano, Philippe Schwaller, V. Sabanza-GilNat. Comput. Sci. 2025, 5, 572-581. DOI: 10.1038/s43588-025-00822-9. Dataset: 10.5281/zenodo.15269205 (Zenodo).
Bio‐Inspired Self‐Assembly of Enzyme‐Micelle Systems for Semi‐Artificial Photosynthesis
A. Pannwitz, E. Reisner, S. Webb, Y. Liu, S.A. Bonke, R.R. Manuel, H. Song, S. Bonnet, A.M. Coito, L. Su, S. Rodríguez-Jiménez, I.A.C. Pereira, D. Kim, R.D. Milton, L. HammarströmAngew. Chem. Int. Ed. 2025, 64, e202424222. DOI: 10.1002/anie.202424222. Dataset: 10.17863/cam.115951 (Zenodo).
Carbamate-bond breaking on bulk oxides realizes highly efficient polyurethane depolymerization
J.-C. Schmidt, L. Piveteau, Paul J. Dyson, P. Han, XinBang Wu, N. Yan, Roland C. Turnell-RitsonNat. Commun. 2025, 16, 4322. DOI: 10.1038/s41467-025-59688-0. Dataset: 10.5281/zenodo.14762014 (Zenodo).
Cobalt(III)-Catalyzed Synthesis of Chiral 1,2-Amino Alcohols by C–H Carboamidation
Coordination environments of Pt single-atom catalysts from NMR signatures
S. Mitchell, D. Gioffrè, Christophe Copéret, A. Lesage, G. Pintacuda, Javier Pérez-Ramírez, M.E. Usteri, A. Yakimov, J. Koppe, T. Vosegaard, A.J. PellNature 2025, 642, 613. DOI: 10.1038/s41586-025-09068-x. Dataset: 10.5281/zenodo.13381419 (Zenodo).
2
DFT-metadynamics insights on the origin of the oxygen evolution kinetics at the (100)-WSe2 surface
Descriptors of InZrOx vs ZnZrOx Catalysts for CO2 Hydrogenation to Methanol
R. Erni, F. Krumeich, T. Zou, Y.-T. Chiang, H. Eliasson, T. Pinheiro Araújo, E. Tazedaki, Javier Pérez-Ramírez, Robert N. Grass, K.M. Engel, K. Raue, M. Agrachev, Wendelin J. StarkAdv. Energy Mater. 2025, 15, 2404967. DOI: 10.1002/aenm.202404967. Dataset: 10.5281/zenodo.15208181 (Zenodo).
3
Droplet‐Based EPR Spectroscopy for Real‐Time Monitoring of Liquid‐Phase Catalytic Reactions
M. Agrachev, T. Moragues, Javier Pérez-Ramírez, S. Mitchell, A. deMello, G. JeschkeSmall Methods 2025, 9, 2401771. DOI: 10.1002/smtd.202401771. Dataset: 10.5281/zenodo.13862981 (Zenodo).
Effect of metal substitution on the intrinsic activity of iridium-based oxides for the oxygen evolution reaction
C. Sherwin, Y. Xu, V. Celorrio, C.R. Müller, Y.-H. Wu, A. Kierzkowska, V. Alexandrov, D. Piankova, P.M. Abdala, D.A. Kuznetsov, P. ChaudharyChem. Sci. 2025, 16, 22757. DOI: 10.1039/d5sc06242j. Dataset: 10.5281/zenodo.19359002 (Zenodo).
2
Enantioselective Cobalt(III)-Catalyzed [4 + 1] Annulation of Benzamides: Cyclopropenes as One-Carbon Synthons
GDE Stability in CO2 Electroreduction to Formate: The Role of Ionomer Type and Loading
A. Rieder, Soma Vesztergom, G. Díaz-Sainz, L. Warmuth, A. Dutta, J.A. Abarca, Peter Broekmann, A. IrabienACS Catal. 2025, 15, 8753-8767. DOI: 10.1021/acscatal.5c02052.
Generative design of singlet fission materials leveraging a fragment-oriented database
Glucuronoyl esterases improve cellulose hydrolysis by lignocellulose degrading enzymes and enhance lignin extraction
J.S. Luterbacher, J.W. Agger, P.A. Martins, C. BourmaudInt. J. Biol. Macromol. 2025, 314, 144218. DOI: 10.1016/j.ijbiomac.2025.144218.
HMF electrooxidation on robust nickel-foam catalysts: effect of pH on electrolysis performance
Peter Broekmann, A. Dutta, Soma Vesztergom, Liliana Gálvez‐Vázquez, Zsolt Szakály, A.V. Rudnev, R. ZauggJ. Catal. 2025, 450, 116321. DOI: 10.1016/j.jcat.2025.116321. Dataset: 10.5281/zenodo.14843555 (Zenodo).
Harnessing Non-Thermal External Stimuli for Polymer Recycling
M.-N. Antonopoulou, R. Whitfield, A. Anastasaki, G.R. Jones, H.S. Wang, N. De Alwis Watuthanthrige, V. LohmannMacromolecules 2025, 58, 2210-2223. DOI: 10.1021/acs.macromol.4c02690.
Harnessing Synergies between Combinatorial Microfluidics and Machine Learning for Chemistry, Biology, and Fluidic Design
A. deMello, S. Stavrakis, S. Damir, J. ProbstChem.: Methods 2025. DOI: 10.1002/cmtd.202500069.
Hierarchical Quantum Embedding by Machine Learning for Large Molecular Assemblies
T. Weymuth, W. Bro-Jørgensen, K. Lindorff-Larsen, MS. Teynor, M. Reiher, RT. Husistein, V. Sora, FE. Thomasen, M. Bensberg, GC. Solomon, A. Krogh, M. EckhoffJ. Chem. Theory Comput. 2025, 21, 7662. DOI: 10.1021/acs.jctc.5c00389. Dataset: 10.5281/zenodo.15166119 (Zenodo).
High-Throughput Miniaturized Biotransformation Testing Using Activated Sludge Enables Rapid Chemical Persistence Assessment
N. Mueller, SB. Partanen, K. Fenner Environ. Sci. Technol. Lett. 2025, 12. DOI: 10.1021/acs.estlett.5c00859.
Highly Efficient One-Pot Bi-Enzymatic Cascade to 5-MeO-Tryptamine
Integer linear programming for unsupervised training set selection in molecular machine learning
Rubén Laplaza, J. Weinreich, Ksenia R Briling, Clémence Corminboeuf, P. van Gerwen, F. Eisenbrand, M. HaeberleMach. Learn.: Sci. Technol. 2025, 6, 025030. DOI: 10.1088/2632-2153/adcd38. Dataset: lcmd-epfl/ilpselect (GitHub).
3
Integrated Life Cycle Assessment Guides Sustainability in Synthesis: Antiviral Letermovir as a Case Study
Erick M. Carreira, Maximilian G. Hoepfner, Gonzalo Guillén‐Gosálbez, Javier Pérez-Ramírez, Sander FolkertsJ. Am. Chem. Soc. 2025, 147, 40944. DOI: 10.1021/jacs.5c14470. Dataset: 10.5281/zenodo.16881297 (Zenodo).
Integrating the Reverse Boudouard Reaction for a More Efficient Green Methanol Synthesis from CO2 and Renewable Energy
Juan D. Medrano‐García, Gonzalo Guillén‐Gosálbez, M.T. ChagasACS Sustain. Chem. Eng. 2025, 13, 7088-7097. DOI: 10.1021/acssuschemeng.5c01021.
Intermolecular Synthesis of Coumarins from Acid Chlorides and Unactivated Alkynes through Palladium Catalysis
Ligand Design Enables the Palladium-Catalyzed Intermolecular Carbochlorocarbonylation of Alkynes and Cyclopentenone Formation
A.F. Müller, Bill Morandi, D. Svoboda, E.H. Denton, H.L. Schmitt, P. Müller, O. StepanovićJ. Am. Chem. Soc. 2025, 147, 25215-25223. DOI: 10.1021/jacs.5c01707. Dataset: 10.5281/zenodo.15630820 (Zenodo).
Ligand Electronic Properties Dictate Composition of Ni-Based Nanocrystals
R. Buonsanti, J. Leemans, M. Agrachev, K. Kumar, L. Zaza, G. Jeschke, C. Boulanger, A. BornetJ. Am. Chem. Soc. 2025, 147, 43902. DOI: 10.1021/jacs.5c15844. Dataset: 10.5281/zenodo.15228190 (Zenodo).
2
Ligand Influence on the Performance of Cesium Lead Bromide Perovskite Quantum Dots in Photocatalytic C(sp3)–H Bromination Reactions
Willi M. Amberg, E. Staudinger, Erick M. Carreira, Yesim Sahin, Dmitry N. Dirin, Henry Lindner, Sebastian Sabisch, Leon Gabriel Feld, Y. Li, Maksym V. Kovalenko, Viktoriia MoradJ. Am. Chem. Soc. 2025, 147, 8548. DOI: 10.1021/jacs.4c17013. Dataset: 10.5281/zenodo.15053611 (Zenodo).
2
Ligand-Induced Activation of Single-Atom Palladium Heterogeneous Catalysts for Cross-Coupling Reactions
O. Loveday, D.C. Stoian, D. Poier, Javier Pérez-Ramírez, R. Marti, S. Mitchell, Núria López, M.E. UsteriACS Nano 2025, 19, 1424-1432. DOI: 10.1021/acsnano.4c14131. Dataset: 10.5281/zenodo.13239364 (Zenodo).
Local Electronic Structure in Lead Halide Perovskite Quantum Dots as Captured by NMR Spectroscopy
Oleksandra Ortikova, Ole F. Dressler, Mariia Svyrydenko, Sebastian Sabisch, Lidiia Dubenska, Leon Gabriel Feld, Maksym V. Kovalenko, Sure ElverenACS Nano 2025, 19, 41100. DOI: 10.1021/acsnano.5c13553.
Low temperature thermal RAFT depolymerization: the effect of Z-group substituents on molecular weight control and yield
M.L. Coote, N. De Alwis Watuthanthrige, A. Moskalenko, A. Anastasaki, A.A. Kroeger, N.P. TruongChem. Sci. 2025, 16, 3516-3522. DOI: 10.1039/d4sc07518h. Dataset: 10.1039/d4sc07518h (Zenodo).
Low‐Temperature Depolymerization of Polymethacrylamides
Machine Learning-Enhanced Calculation of Quantum-Classical Binding Free Energies
M. Eckhoff, RT. Husistein, M. Bensberg, K. Lindorff-Larsen, T. Weymuth, GC. Solomon, FE. Thomasen, FE. Knudsen, MS. Teynor, M. Reiher, V. Sora, W. Bro-Jørgensen, A. KroghJ. Chem. Theory Comput. 2025, 21, 8182. DOI: 10.1021/acs.jctc.5c00388. Dataset: 10.17894/ucph.20472349-531e-4f0e-93d3-9ff2aefac864 (Other).
Machine learning-supported solvent design for lignin-first biorefineries and lignin upgrading
A.O. Komarova, L. König-Mattern, S. Linke, K. Sundmacher, J.S. Luterbacher, L.K. Rihko-Struckmann, E.I. Sanchez MedinaChem. Eng. J. 2025, 495, 153524. DOI: 10.1016/j.cej.2024.153524. Dataset: koenigmattern/psevolve (GitHub).
Mapping the chemical complexity of plastics
L. Zimmermann, M. Wagner, M.E. Løseth, J. Muncke, A. Faltynkova, H.P.H. Arp, Z. Wang, L. Monclús, R. Wolf, K.J. GrohNature 2025, 643, 349-355. DOI: 10.1038/s41586-025-09184-8. Dataset: 10.5281/zenodo.10701705. (Zenodo).
Microenvironment effects in electrochemical CO2 reduction from first-principles multiscale modelling
S. Morandi, R. Seemakurthi, S. Haussener, Núria López, Francesca Lorenzutti, P. Nikacevic, E.F. JohnsonNat. Catal. 2025, 8, 905. DOI: 10.1038/s41929-025-01399-2. Dataset: handle/10/386554 (ioChem-BD).
Modelling the chronopotentiometric response of constant current hydrogen evolution from dilute solutions of strong acids
Pavel Moreno-García, P. Sólyom, Vitali Grozovski, Zsolt Szakály, Á. Kapdos, Á. Busai, Peter Broekmann, Soma Vesztergom, Mária Ujvári, Noémi KovácsJ. Catal. 2025, 442, 115872. DOI: 10.1016/j.jcat.2024.115872. Dataset: 10.5281/zenodo.13829876 (Zenodo).
Multilayered molybdenum carbonitride MXene: Reductive defunctionalization, thermal stability, and catalysis of ammonia synthesis and decomposition
NMR Signatures of Transition-Metal Nuclei: From Local Environments and Electronic Structures to Reactivity Descriptors in Molecular and Heterogeneous Catalysis
W. Cao, L. Lätsch, Z.J. Berkson, Y. Kakiuchi, C.J. Kaul, Christophe Copéret, D. Gioffrè, A. YakimovJACS Au 2025, 5, 2911-2931. DOI: 10.1021/jacsau.5c00061.
Negative chemical data boosts language models in reaction outcome prediction
A.C. Vaucher, M. Graziani, A. Toniato, T. LainoSci. Adv. 2025, 11, eadt5578. DOI: 10.1126/sciadv.adt5578.
3
Of Revolutions and Roadblocks: The Emerging Role of Machine Learning in Biocatalysis
B. Nestl, Thomas R. Ward, Rebecca M. Buller, M. Jeschek, Peter Stockinger, S. Osuna, T. Vornholt, A. Krause, G. Oberdorfer, DH. Welner, M. Mutný, J. PleissACS Cent. Sci. 2025, 11. DOI: 10.1021/acscentsci.5c00949.
Polyethylene hydrogenolysis to liquid products over bimetallic catalysts with favorable environmental footprint and economics
I. Nogueroles-Langa, P.S. Berman, H. Eliasson, R. Erni, Antonio José Martín, Gonzalo Guillén‐Gosálbez, Cecilia Salah, Núria López, J. Morales‐Vidal, Javier Pérez-Ramírez, S. Jaydev, Yuzhen GeNat. Commun. 2025, 16, 9791 . DOI: 10.21203/rs.3.rs-6565343/v1. Dataset: 10.5281/zenodo.14290553 (Zenodo).
T. Puangsamlee, A. Robles, Ali Coskun, P. Iacomi, Timur Ashirov, Patrick W. Fritz, C. Hewson, J. Lim, X. Wang, A. Crochet, O.Š. MiljanićAngew. Chem. Int. Ed. 2025, 64, e202423809. DOI: 10.1002/anie.202423809. Dataset: 10.5281/zenodo.14639311 (Zenodo).
TBHubbard: tight-binding and extended Hubbard model dataset for metal-organic frameworks
B. Wunsch, B. Jones, PC. Carvalho, AC. Duriez, MA. Barroca, M. Steiner, R. Neumann Barros Ferreira, F. ZipoliScientific Data 2025, 12, 1776. DOI: 10.1038/s41597-025-06054-w. Dataset: 10.7910/dvn/zklrlf (Zenodo).
Temperature-Dependent 207Pb Nuclear Magnetic Resonance Spectroscopy: A Spectroscopic Probe for the Local Electronic Structure of Lead Halide Perovskites
M. Aebli, M. Wörle, Viktoriia Morad, Maksym V. Kovalenko, Christophe Copéret, Sebastian Sabisch, Leon Gabriel Feld, Simon C. Boehme, A. KanakChem. Mater. 2025, 37, 3443. DOI: 10.1021/acs.chemmater.5c00354.
The role of metal nanostructure in ceria-supported catalysts for ammonia oxidation to nitrous oxide
Q. Yang, E.V. Kondratenko, M. Agrachev, T. Otroshchenko, F. Krumeich, I. Surin, V.A. Kondratenko, Javier Pérez-RamírezChem Catal. 2025, 5, 101165. DOI: 10.1016/j.checat.2024.101165. Dataset: 10.5281/zenodo.12680158 (Zenodo).
Tightly yet Dynamically Bound Aliphatic Guanidinium Ligands for Lead Halide Perovskite Nanocrystals
Antonietta Guagliardi, Maryna I. Bodnarchuk, Yuliia Berezovska, Caterina Bernasconi, Dmitry N. Dirin, Sebastian Sabisch, Maksym V. Kovalenko, Yesim Sahin, Federica BertolottiJ. Am. Chem. Soc. 2025, 147, 35446. DOI: 10.1021/jacs.5c09354. Dataset: 10.5281/zenodo.17938465 (Zenodo).
Towards Scalable Electroenzymatic Hydrogen Production with [FeFe]‐Hydrogenase
Tracking Chromium Evolution on Ceria from Particles to Single Atoms: A Catalyst Regeneration Strategy for Ammonia Oxidation
T. Otroshchenko, Q. Yang, Javier Pérez-Ramírez, C. Kubis, F. Krumeich, G. Jeschke, I. Surin, D.C. Stoian, E.V. Kondratenko, J. Weiss, M. AgrachevJ. Am. Chem. Soc. 2025, 147, 44759. DOI: 10.1021/jacs.5c08918.
2
Tracking life and death of carbon nitride supports in platinum-catalyzed vinyl chloride synthesis
J.M. González-Acosta, F. Krumeich, Núria López, V. Giulimondi, Y.-T. Chiang, Javier Pérez-Ramírez, G. Jeschke, M. Agrachev, S. Kuzin, M. Vanni, A. Ruiz-Ferrando, F. BondinoNat. Commun. 2025, 16, 4842. DOI: 10.1038/s41467-025-60169-7. Dataset: 10.5281/zenodo.15853813 (Zenodo).
Transport Matters: The Critical Role of the Hydrogen Evolution Reaction (HER) in Accelerating Electrochemical Nitrate to Ammonia Conversion
RK. Pittkowski, NA. Syamaladevi, J. Drnec, Zsolt Szakály, Peter Broekmann, A. Dutta, Soma Vesztergom, X. Yu, H. Nedumkulam, A. RiederAdvanced Science 2025, 12, e06733. DOI: 10.1002/advs.202506733.
Understanding the language of molecules: predicting pure component parameters for the PC-SAFT equation of state from SMILES
Unveiling the Roles of Pt and CeO2 during Solvent-Free Amide Hydrogenation Utilizing Operando Photoelectron Photoionization Coincidence Spectroscopy
J. Romano-deGea, Z. Zhang, Roland C. Turnell-Ritson, XinBang Wu, J.-C. Schmidt, P. Hemberger, R.J. Somerville, Paul J. Dyson, A. BodiACS Catal. 2025, 15, 6216-6225. DOI: 10.1021/acscatal.4c07955. Dataset: 10.5281/zenodo.16783065 (Zenodo).
Upcycling CO
2
and PET Waste: Ampere-Level Formate Electrosynthesis in an Integrated Electrolyzer
Y. Li, A. Rieder, L. Warmuth, H. Rabiee, X. Yu, Zsolt Szakály, Soma Vesztergom, Peter Broekmann, A. DuttaJ. Am. Chem. Soc. 2025, 147, 41481. DOI: 10.1021/jacs.5c11708. Dataset: 10.5281/zenodo.15719073 (Zenodo).
2
Visible light–triggered depolymerization of commercial polymethacrylates
c-ALD-Grown Metal Oxide Shell Enables Distance-Independent Triplet Energy Transfer from Quantum Dots to Molecular Dyes
S. Feldmann, R. Buonsanti, T. Deshpande, SJ. Sherman, O. Segura Lecina, HJ. Jöbsis, M. Fabbiano, G. DukovicJ. Am. Chem. Soc. 2025, 147, 31409. DOI: 10.1021/jacs.5c11645. Dataset: 10.5281/zenodo.15845734 (Zenodo).
2024
2
3DReact: Geometric deep learning for chemical reactions
P. van Gerwen, A. Krause, V.R. Somnath, Rubén Laplaza, C. Bunne, Clémence Corminboeuf, K.R. BrilingJ. Chem. Inf. Model. 2024, 64, 5771. DOI: 10.1021/acs.jcim.4c00104. Dataset: 10.5281/zenodo.12744940 (Zenodo).
109Ag NMR chemical shift as a descriptor for Brønsted acidity from molecules to materials
S.R. Docherty, A. Yakimov, Christophe Copéret, C. Hansen, W. CaoChem. Sci. 2024, 15, 3028. DOI: 10.1039/d3sc04067d.
A Halted Photodeposition Technique Controls Co‐Catalyst Loading and Morphology on Organic Semiconductor Nanoparticles for Solar H2 Production
A generalized model for estimating adsorption energies of single atoms on doped carbon materials
Núria López, M.G. Minotaki, A. Ruiz-Ferrando, A. Sabadell-Rendón, J. GeigerJ. Mater. Chem. A 2024, 12, 11049. DOI: 10.1039/d3ta05898k. Dataset: 10.19061/iochem-bd-1-329 (ioChem-BD).
A genetic optimization strategy with generality in asymmetric organocatalysis as a primary target
P. van Gerwen, S. Gallarati, L. Brey, A. Makaveev, Rubén Laplaza, Clémence CorminboeufChem. Sci. 2024, 15, 3640. DOI: 10.1039/d3sc06208b. Dataset: 10.24435/materialscloud:p4-gz (Materials Cloud).
A human-machine interface for automatic exploration of chemical reaction networks
T. Vegge, S. Back, A. Aspuru-Guzik, A. Walsh, S. Kim, B. Grzybowski, Philippe Schwaller, O.A. von Lilienfeld, Y. Jung, K. Hippalgaonkar, G.H. Gu, J. Schrier, K. Tsuda, J. Hein, M. Ceriotti, R. Hormázabal, G. Gryn'ova, J. Noh, C. Park, W.Y. KimDigit. Discov. 2024, 3, 23. DOI: 10.1039/d3dd00213f.
Active learning streamlines development of high performance catalysts for higher alcohol synthesis
An evolved artificial radical cyclase enables the construction of bicyclic terpenoid scaffolds via an H-atom transfer pathway
A. Li, T. Maier, Dongping Chen, R.P. Jakob, R. Tachibana, A.A. Vorobieva, Thomas R. Ward, Xiang Zhang, Z. Zou, B.E. Correia, D.A. Graf, A. SteinNat. Chem. 2024, 16, in press. DOI: 10.1038/s41557-024-01562-5. Dataset: 10.5281/zenodo.12914139. (Zenodo).
Artificial metalloenzyme‐catalyzed enantioselective carboamination of alkenes
Arylative ring expansion of 3‐vinylazetidin‐3‐ols and 3‐vinyloxetan‐3‐ols to dihydrofurans by dual palladium and acid catalysis
Q. Wang, J. Zhu, T. FujiiAngew. Chem. Int. Ed. 2024, 63, e202403484. DOI: 10.1002/anie.202403484.
Atom-by-atom design of Cu/ZrOx clusters on MgO for CO2 hydrogenation using liquid-phase atomic layer deposition
A. Bugaev, Olga V. Safonova, J.S. Luterbacher, L. Savereide, S. Jin, B. Karakurt, S. Kim, L. Zhong, Y.-C. Lin, C. Kwon, V. BoureauNat. Catal. 2024, 7, 1199-1212. DOI: 10.1038/s41929-024-01236-y. Dataset: 10.5281/zenodo.12703871 (Zenodo).
Augmented memory: Sample-efficient generative molecular design with reinforcement learning
CO cofeeding affects product distribution in CH3Cl coupling over ZSM‐5 zeolite: Pressure twists the plot
Z. Zhang, P. Hemberger, A. Bodi, Javier Pérez-Ramírez, X. Wu, S. Mitchell, M. VanniAngew. Chem. 2024, 136, e202401060. DOI: 10.1002/ange.202401060. Dataset: 10.5281/zenodo.7916390 (Zenodo).
Carbon–carbon bond cleavage for a lignin refinery
R. Xiao, C. Liu, J. Xiao, M.D. Boot, Y. Wang, Z. Luo, A. Radu, J.S. Luterbacher, H. Zhang, E.J.M. Hensen, J. Behaghel de BuerenNat. Chem. Eng. 2024, 1, 61. DOI: 10.1038/s44286-023-00006-0.
Catalysing (organo-)catalysis: Trends in the application of machine learning to enantioselective organocatalysis
Leon Schlosser, Frank Glorius, S.P. Schmid, Kjell JornerBeilstein J. Org. Chem. 2024, 20, 2280-2304. DOI: 10.3762/bjoc.20.196.
Chemoselective Pd-Based Dyotropic Rearrangement: Fluorocyclization and Regioselective Wacker Reaction of Homoallylic Amides
Colloidal atomic layer deposition on nanocrystals using ligand-modified precursors
J. Leemans, K. Kumar, P.P. Albertini, R. Buonsanti, P.B. Green, C. Boulanger, O. Segura Lecina, P.B. Thompson, M.A. NewtonJ. Am. Chem. Soc. 2024, 146, 10708. DOI: 10.1021/jacs.4c00538.
Combining Bayesian optimization and automation to simultaneously optimize reaction conditions and routes
F. Zipoli, D.P. Gutierrez, T. Laino, L.M. Folkmann, A. García-Durán, A. Castrogiovanni, O.T. Schilter, L.M. RochChem. Sci. 2024, 15, 7732. DOI: 10.1039/d3sc05607d. Dataset: 10.5281/zenodo.10022311 (Zenodo).
Computational prediction of complex cationic rearrangement outcomes
T. Klucznik, B. Grzybowski, J. Mlynarski, L. Gadina, M.D. Burke, B. Mikulak-Klucznik, K. Tiefenbacher, S. Baś, S. Szymkuć, W. Beker, M. Moskal, L.-D. SyntrivanisNature 2024, 625, 508. DOI: 10.1038/s41586-023-06854-3. Dataset: nanotekton/ellipsoid_cavity (GitHub).
Contrasting views of the electric double layer in electrochemical CO2 reduction: Continuum models vs molecular dynamics
Design of technical ZnO/ZrO2 catalysts for CO2 hydrogenation to green methanol
T. Pinheiro Araújo, Javier Pérez-Ramírez, S. Mitchell, X. Jin, G. Jeschke, T. Zou, M. Agrachev, F. KrumeichJ. Catal. 2024, 430, 115344. DOI: 10.1016/j.jcat.2024.115344. Dataset: 10.5281/zenodo.8374365 (Zenodo).
Development of Lab-Scale Continuous Stirred-Tank Reactor as Flow Process Tool for Oxidation Reactions Using Molecular Oxygen
D. Poier, U. Gnädinger, M. Dabros, C. Trombini, R. MartiOrganic Process Research & Development 2024, 28, 1860-1868. DOI: 10.1021/acs.oprd.3c00424.
Directed Evolution of an Artificial Hydroxylase Based on a Thermostable Human Carbonic Anhydrase Protein
Thomas R. Ward, T. Maier, I. Morita, E. Salvisberg, R.P. Jakob, Kailin Zhang, A. FaraoneACS Catal. 2024, 14, 17171-17179. DOI: 10.1021/acscatal.4c04163. Dataset: 10.5281/zenodo.14923327 (Zenodo).
Disentangling the Pitfalls of Rotating Disk Electrode-Based OER Stability Assessment: Bubble Blockage or Substrate Passivation?
Aline Bornet, M. Arenz, A. Dutta, Y. Kong, M. Liechti, Pavel Moreno-García, Peter Broekmann, Soma VesztergomACS Catal. 2024, 14, 17331-17346. DOI: 10.1021/acscatal.4c05447. Dataset: 10.5281/zenodo.16792846 (Zenodo).
2
Droplet‐based microfluidics reveals insights into cross‐coupling mechanisms over single‐atom heterogeneous catalysts
G. Giannakakis, T. Huthwelker, A. deMello, A. Bugaev, S. Mitchell, A. Ruiz-Ferrando, Javier Pérez-Ramírez, C.N. Borca, T. MoraguesAngew. Chem. Int. Ed. 2024, 63, e202401056. DOI: 10.1002/anie.202401056. Datasets: 10.5281/zenodo.8399256 (Zenodo), 10.19061/iochem-bd-1-291 (ioChem-BD).
Editing tetrasubstituted carbon: Dual C–O bond functionalization of tertiary alcohols enabled by palladium-based dyotropic rearrangement
T. Delcaillau, J. Zhu, B. Yang, Q. WangJ. Am. Chem. Soc. 2024, 146, 11061. DOI: 10.1021/jacs.4c02924.
Effective engineering of a ketoreductase for the biocatalytic synthesis of an ipatasertib precursor
D. Patsch, S. Reiter, D. Wetzl, B. Kuhn, S. Honda Malca, Rebecca M. Buller, S.P. Hanlon, H. Iding, J. Meierhofer, M. Niklaus, N. DussCommun. Chem. 2024, 7, 46. DOI: 10.1038/s42004-024-01130-5. Dataset: ccbiozhaw/ssal-kred_evolution (GitHub).
2
Electron paramagnetic resonance spectroscopy for the analysis of single-atom catalysts
M. Agrachev, S. Mitchell, Javier Pérez-Ramírez, I. Surin, V. Giulimondi, G. JeschkeChem Catal. 2024, 4, 101136. DOI: 10.1016/j.checat.2024.101136.
Electron-transferring metalloenzymes and their potential biotechnological applications
Electrostatic [FeFe]-hydrogenase–carbon nitride assemblies for efficient solar hydrogen production
C. Pulignani, S.J. Cobb, Y. Liu, D. Kim, E. Reisner, R.D. Milton, S. Webb, S. Rodríguez-JiménezChem. Sci. 2024, 15, 6088. DOI: 10.1039/d4sc00640b. Dataset: 10.17863/cam.106936 (Zenodo).
Enantiospecific Synthesis of Planar Chiral Rhodium and Iridium Cyclopentadienyl Complexes: Enabling Streamlined and Computer-Guided Access to Highly Selective Catalysts for Asymmetric C–H Functionalizations
Nicolai Cramer, R. Scopelliti, Rubén Laplaza, F. Fadaei‐Tirani, A. Laverny, Clémence Corminboeuf, Y.S. Ye, M.D. WodrichJ. Am. Chem. Soc. 2024, 146, 34786-34795. DOI: 10.1021/jacs.4c13279.
Engineering frustrated Lewis pair active sites in porous organic scaffolds for catalytic CO2 hydrogenation
T. Schwander, F. Peccati, Peter Stockinger, S. Giger, M. Mutný, U.T. Bornscheuer, A. Krause, S. Hüppi, D. Patsch, L. Schelbert, M. Eichenberger, D. Schaub, Rebecca M. Buller, G. Jiménez-Osés, D. Hilvert, M. VoßNat. Chem. Biol. 2024, 20, 1662-1669. DOI: 10.1038/s41589-024-01712-3. Dataset: 10.5281/zenodo.12756879 (Zenodo).
2
Environmental Benefits of Circular Ethylene Production from Polymer Waste
Gonzalo Guillén‐Gosálbez, Cecilia Salah, V. Tulus, A. Bjørn, Javier Pérez-Ramírez, Ioan-Robert IstrateACS Sustain. Chem. Eng. 2024, 12, 13897-13906. DOI: 10.1021/acssuschemeng.4c04241.
Excelzyme: A Swiss university-industry collaboration for accelerated biocatalyst development
D. Milbredt, H. Iding, N. Duss, S. Honda Malca, Peter Stockinger, Rebecca M. BullerChimia 2024, 78, 108. DOI: 10.2533/chimia.2024.108.
From organic fragments to photoswitchable catalysts: The OFF–ON structural repository for transferable kernel-based potentials
S. Vela, Clémence Corminboeuf, R. Fabregat I De Aguilar-Amat, M.D. Wodrich, F. Celerse, V. JuráskováJ. Chem. Inf. Model. 2024, 64, 1201. DOI: 10.1021/acs.jcim.3c01953. Dataset: 10.24435/materialscloud:pz-2y (Materials Cloud).
Fuelling the digital chemistry revolution with language models
H. Wolf, Philippe Schwaller, A. Castrogiovanni, J. Geluykens, D. Probst, A.C. Vaucher, M. Manica, T. Gaudin, F. Zipoli, A. Toniato, T. LainoChimia 2024, 77, 484. DOI: 10.2533/chimia.2023.484.
GAUCHE: A library for Gaussian processes in chemistry
J. Moss, A. Bourached, S.C. Stanton, A.R. Jamasb, J. Schwartz, J. Tang, Philippe Schwaller, C. Guo, G. Tom, H. Moss, L. Klarner, A. Chan, A. Tripp, S. Frieder, R.-R. Griffiths, F. Strieth‐Kalthoff, J.W. Park, A. Ravuri, B. Cheng, A. Deshwal, J.P. Dürholt, Y. Du, A. Aspuru-Guzik, B. Ranković, G. KellNeurIPS 2024. DOI: 10.48550/arxiv.2212.04450. Dataset: leojklarner/gauche (GitHub).
Graphene electrode for studying CO2 electroreduction nanocatalysts under realistic conditions in microcells
S. Swathilakshmi, C. Chang, T.-H. Shen, V. Tileli, S. Toleukhanova, T. Bottinelli MontandonAdv. Mater. 2024, 36, 2311133. DOI: 10.1002/adma.202311133.
Growing strings in a chemical reaction space for searching retrosynthesis pathways
Heron: Visualizing and Controlling Chemical Reaction Explorations and Networks
C.H. Müller, J.P. Unsleber, M. Mörchen, M. Bensberg, T. Weymuth, K.-S. Csizi, M. Steiner, P.L. Türtscher, M. ReiherJ. Phys. Chem. A 2024, 128, 9028. DOI: 10.1021/acs.jpca.4c03936. Dataset: 10.5281/zenodo.11619716 (Zenodo).
Heuristics and uncertainty quantification in rational and inverse compound and catalyst design
Hybrid oxide coatings generate stable Cu catalysts for CO2 electroreduction
A. Loiudice, E. Oveisi, M.A. Newton, M. Wang, D.C. Stoian, R. Buonsanti, P.P. Albertini, P.B. GreenNat. Mater. 2024, 23, 680. DOI: 10.1038/s41563-024-01819-x. Dataset: 10.5281/zenodo.10524037 (Zenodo).
2
ICP–MS Assisted EDX Tomography: A Robust Method for Studying Electrolyte Penetration Phenomena in Gas Diffusion Electrodes Applied to CO2 Electrolysis
M. Mirolo, I. Zelocualtecatl Montiel, Noémi Kovács, A. Rieder, J. Lorenzetti, A. Iarchuk, F. Lorenzutti, Soma Vesztergom, A. Dutta, Peter Broekmann, J. Drnec, S. HaussenerSmall Methods 2024, 8. DOI: 10.1002/smtd.202400200. Dataset: 10.5281/zenodo.10050308 (Zenodo).
Increasing Precursor Reactivity Enables Continuous Tunability of Copper Nanocrystals from Single-Crystalline to Twinned and Stacking Fault-Lined
K. Kumar, J. Leemans, A. Loiudice, N. Bussell, D.C. Stoian, R. Buonsanti, C. Boulanger, L. Zaza, P.P. AlbertiniJ. Am. Chem. Soc. 2024, 146, 32766-32776. DOI: 10.1021/jacs.4c12905. Dataset: 10.5281/zenodo.13982409 (Zenodo).
2
Increasing the Recycling of PVC Flooring Requires Phthalate Removal for Ensuring Consumers’ Safety: A Cross-Checked Substance Flow Analysis of Plasticizers for Switzerland
Language models can identify enzymatic binding sites in protein sequences
T. Laino, Y.G. Nana Teukam, Philippe Schwaller, D. Probst, L. Kwate Dassi, M. ManicaComput. Struct. Biotechnol. J. 2024, 23, 1929. DOI: 10.1016/j.csbj.2024.04.012. Dataset: 10.5281/zenodo.7530179 (Zenodo).
2
Legacy and emerging plasticizers and stabilizers in PVC floorings and implications for recycling
A. Schönborn, C. Bleuler, H. Wiesinger, V. Christen, Z. Wang, M. Langer, P. Favreau, S. Hellweg, R. PasquettazEnviron. Sci. Technol. 2024, 58, 1894. DOI: 10.1021/acs.est.3c04851. Dataset: 10.17632/s4g2y7c7c7.2 (Mendeley Data).
Leveraging infrared spectroscopy for automated structure elucidation
LitChemPlast: An Open Database of Chemicals Measured in Plastics
X. Huang, Z. Wang, H. Wiesinger, S. Hellweg, A. Shalin, A. Siegrist, N. Plinke Environ. Sci. Technol. Lett. 2024, 11, 1147. DOI: 10.1021/acs.estlett.4c00355. Dataset: 10.5281/zenodo.13271346 (Zenodo).
3
Low-nuclearity CuZn ensembles on ZnZrOx catalyze methanol synthesis from CO2
Y. Wang, J. Guo, A.R. Jamasb, P. Liò, T.L. Blundell, T. Fu, C. Duan, Philippe Schwaller, Y. Du, C. HarrisNat. Mach. Intell. 2024, 6, 589. DOI: 10.1038/s42256-024-00843-5.
Magnetic resonance velocimetry of particle hydrodynamics in a three-dimensional draft tube spout-fluid bed
Mechanochemically-derived iron atoms on defective boron nitride for stable propylene production
T. Otroshchenko, R. Erni, G.M. Beshara, I. Surin, E.V. Kondratenko, F. Krumeich, H. Eliasson, M. Agrachev, Javier Pérez-RamírezEES Catal. 2024, 2, 1263-1276. DOI: 10.1039/d4ey00123k. Dataset: 10.5281/zenodo.11520887 (Zenodo).
Merging the Reactivity of (Pseudo)cyclic Hypervalent Iodine Reagents and Carbenes or Carbenoids
Mn-promoted MoS2 catalysts for CO2 hydrogenation: enhanced methanol selectivity due to MoS2/MnOx interfaces
C. Rameshan, K. Föttinger, G.A.S. Alves, T. Wagner, R. Rameshan, G. Pacholik, Stephan PollittCatal. Sci. Technol. 2024, 14, 1138. DOI: 10.1039/d3cy01711g.
Observation of Three-Photon Cascaded Emission from Triexcitons in Giant CsPbBr3 Quantum Dots at Room Temperature
I. Cherniukh, Miri Kazes, D. Nakar, Leon Gabriel Feld, Gabriele Rainò, Maryna I. Bodnarchuk, Chenglian Zhu, D. Amgar, Maksym V. Kovalenko, Dan OronNano Letters 2024, 24, 13185. DOI: 10.1021/acs.nanolett.4c03096.
2
One-tenth of the EU’s sustainable biomethane coupled with carbon capture and storage can enable net-zero ammonia production
Performance polyamides built on a sustainable carbohydrate core
R. Marti, Y. Kupper, L.P. Manker, M.P. Shaver, M.A. Hedou, C. Broggi, J.S. Luterbacher, K. Kortsen, H. Frauenrath, M.J. Jones, K. Puvanenthiran, V. MichaudNat. Sustain. 2024, 7, 640. DOI: 10.1038/s41893-024-01298-7. Dataset: 10.5281/zenodo.8321484 (Zenodo).
Practical electrochemical hydrogenation of nitriles at the nickel foam cathode
S. Rösler, B. Cezanne, M.d.J. Gálvez‐Vázquez, M. Klein, M.N. Perner, R. Narobe, Peter Broekmann, S.R. Waldvogel, C. KuhwaldGreen Chem. 2024, 26, 10567-10574. DOI: 10.1039/d4gc03446e.
Probing surface transformations of lanthanum nickelate electrocatalysts during oxygen evolution reaction
A. Kierzkowska, T. Huthwelker, Y.-H. Wu, C.R. Müller, D.A. Kuznetsov, F. Donat, A. Wach, C.N. Borca, P.M. AbdalaJ. Am. Chem. Soc. 2024, 146, 11887. DOI: 10.1021/jacs.4c00863. Dataset: 10.5281/zenodo.12699529 (Zenodo).
Quantification of native lignin structural features with gel‐phase 2D‐HSQC0 reveals lignin structural changes during extraction
Reactivity and Mechanism of Recoverable Pd1@C3N4 Single-Atom Catalyst in Buchwald–Hartwig Aminations
K. Püntener, D. Faust Akl, A. Bugaev, Núria López, G. Giannakakis, A. Ruiz-Ferrando, S. Fantasia, S. Mitchell, Javier Pérez-Ramírez, M.E. UsteriACS Catal. 2024, 15, 284-295. DOI: 10.1021/acscatal.4c05134. Dataset: 10.5281/zenodo.10927465 (Zenodo).
Reactivity switch of platinum with gallium: From reverse water gas shift to methanol synthesis
J. Paterson, Christophe Copéret, J. Southouse, Christian Ehinger, E. Brack, W. ZhouJ. Am. Chem. Soc. 2024, 146, 10806. DOI: 10.1021/jacs.4c01144. Dataset: 10.5281/zenodo.12165447 (Zenodo).
3
Region-Specific Sourcing of Lignocellulose Residues as Renewable Feedstocks for a Net-Zero Chemical Industry
Reversible transformation of sub-nanometer Ga-based clusters to isolated [4]Ga(4Si) sites creates active centers for propane dehydrogenation
C. Zixuan, Christophe Copéret, D. Gajan, C.R. Müller, S.R. Docherty, P. Florian, P.M. Abdala, A.I. Serykh, A. Kierzkowska, A. Yakimov, A. FedorovCatal. Sci. Technol. 2024, 14, 379. DOI: 10.1039/d3cy01446k. Dataset: 10.1039/d3cy01446k (Zenodo).
SCINE—Software for chemical interaction networks
J.P. Unsleber, M. Eckhoff, T. Weymuth, C.H. Müller, V. Klasovita, K.-S. Csizi, F. Bosia, M. Steiner, S. Grimmel, J.-G. Sobez, P.L. Türtscher, M. Mörchen, M. Bensberg, M. ReiherJ. Chem. Phys. 2024, 160, 222501. DOI: 10.1063/5.0206974. Dataset: 10.5281/zenodo.11048377 (Zenodo).
SOMOphilic alkyne vs radical-polar crossover approaches: The full story of the azido-alkynylation of alkenes
J. BorrelBeilstein J. Org. Chem. 2024, 20, 701. DOI: 10.3762/bjoc.20.64.
Self‐standing metal foam catalysts for cathodic electro‐organic synthesis
M.d.J. Gálvez‐Vázquez, Liliana Gálvez‐Vázquez, Peter Broekmann, Pavel Moreno-García, J. Winter, S.R. Waldvogel, T. PrenzelAdv. Mater. 2024, 36, 2307461. DOI: 10.1002/adma.202307461.
Solid-state 183W NMR spectroscopy as a high-resolution probe of polyoxotungstate structures and dynamics
M. Bernhardt, Christophe Copéret, Z.J. BerksonJ. Phys. Chem. Lett. 2024, 15, 1950. DOI: 10.1021/acs.jpclett.4c00033.
Solution-based Cu+ transient species mediate the reconstruction of copper electrocatalysts for CO2 reduction
Núria López, P.P. Albertini, T. Priamushko, A. Loiudice, F. Dattila, S. Cherevko, J. Vavra, G.P.L. Ramona, A. Kormányos, R. BuonsantiNat. Catal. 2024, 7, 89. DOI: 10.1038/s41929-023-01070-8. Dataset: 10.5281/zenodo.8407241 (Zenodo).
Standardizing chemical compounds with language models
Technology readiness and emerging prospects of coupled catalytic reactions for sustainable chemical value chains
P. Preikschas, Javier Pérez-RamírezChemSusChem 2024, online, e202400865. DOI: 10.1002/cssc.202400865.
2
The environmental sustainability of digital content consumption
L. Vanbever, M. Stucki, Ioan-Robert Istrate, Robert N. Grass, Gonzalo Guillén‐Gosálbez, V. TulusNat. Commun. 2024, 15, 3724. DOI: 10.1038/s41467-024-47621-w. Dataset: 10.5281/zenodo.7575568 (Zenodo).
2
The future of chemical sciences is sustainable
Antonio José Martín, Gonzalo Guillén‐Gosálbez, S. Mitchell, Javier Pérez-RamírezAngew. Chem. Int. Ed. 2024, 63, e202318676. DOI: 10.1002/anie.202318676.
The impact of oxygen surface coverage and carbidic carbon on the activity and selectivity of two-dimensional molybdenum carbide (2D-Mo2C) in Fischer–Tropsch synthesis
V.V. Ordomsky, C.R. Müller, C. Zixuan, A. Fedorov, A. Comas-Vives, E. Kountoupi, A.J. BarriosACS Catal. 2024, 14, 1834. DOI: 10.1021/acscatal.3c03956. Dataset: 10.5281/zenodo.12758711 (Zenodo).
2
The need to integrate mass- and energy-based metrics with life cycle impacts for sustainable chemicals manufacture
L.F. Santos, Gonzalo Guillén‐Gosálbez, Javier Pérez-Ramírez, S. Mitchell, Antonio José Martín, Abhinandan Nabera, E. LucasGreen Chem. 2024, 26, 9300. DOI: 10.1039/d4gc00394b.
The role of chemical and solvent-based recycling within a sustainable circular economy for plastics
Tracking coordination environment and reaction intermediates in homogeneous and heterogeneous epoxidation catalysts via Ti L2,3-edge near-edge X-ray absorption fine structures
A. Berkessel, C. Wartmann, J.-M. Neudörfl, J. Dreiser, A.A. Guda, V. Romankov, L. Lätsch, S.A. Guda, Christophe CopéretJ. Am. Chem. Soc. 2024, 146, 7456. DOI: 10.1021/jacs.3c12831. Dataset: 10.5281/zenodo.12165495 (Zenodo).
Transcending scales in catalysis for sustainable development
Javier Pérez-Ramírez, S. Mitchell, Antonio José MartínNat. Chem. Eng. 2024, 1, 13. DOI: 10.1038/s44286-023-00005-1.
Transition Constrained Bayesian Optimization via Markov Decision Processes
J.P. Folch, B. Shafei, R.M. Lee, A. Krause, W. Ormaniec, M. van der Wilk, C. Tsay, M. Mutný, R. MisenerNeurIPS 2024, 37. DOI: 10.48550/arXiv.2402.08406.
Uncovering atomic-scale dynamics in solid catalysts via X-ray-based methods
Water structure in the first layers on TiO2: A key factor for boosting solar-driven water-splitting performances
S. Luber, G. Centi, S. Abate, F. Creazzo, S. Perathoner, G. Cassone, C. Ampelli, R. Verduci, G. D’Angelo, F. TavellaJ. Am. Chem. Soc. 2024, 146, 18061. DOI: 10.17632/bvj5zc85d5.1.
X-ray spectroscopy at the SuperXAS and Debye beamlines: From in situ to operando
G. Smolentsev, Olga V. Safonova, Maarten Nachtegaal, A. Bugaev, N.S. Genz, A.H. ClarkChimia 2024, 78, 304. DOI: 10.2533/chimia.2024.304.
Xylose Acetals ‐ a New Class of Sustainable Solvents and Their Application in Enzymatic Polycondensation
A.O. Komarova, L. König-Mattern, C.M. Warne, J. Stöckelmaier, H. Pétremand, A. Pellis, G.M. Guebitz, J.S. Luterbacher, C. OostenbrinkChemSusChem 2024, 18, e202401877. DOI: 10.1002/cssc.202401877.
2023
A customized Bayesian algorithm to optimize enzyme-catalyzed reactions
M. Ryberg, M.A. Charalambous, Javier Pérez-Ramírez, Gonzalo Guillén‐GosálbezSustainable Energy Fuels 2023, 7, 1930. DOI: 10.1039/D2SE01409B. Dataset: 10.5281/zenodo.8250270 (Zenodo).
Absolute sustainability assessment of flue gas valorization to ammonia and synthetic natural gas
Activation in the rate of oxygen release of Sr0.8Ca0.2FeO3−δ through removal of secondary surface species with thermal treatment in a CO2-free atmosphere
A.H. Bork, C.R. Müller, F. Donat, G. Luongo, Y.-H. Wu, P.M. AbdalaJ. Mater. Chem. A 2023, 11, 6530. DOI: 10.1039/d2ta09102j. Dataset: 10.1039/d2ta09102j (Zenodo).
Active exploration via experiment design in Markov chains
Altering oxygen binding by redox-inactive metal substitution to control catalytic activity: oxygen reduction on manganese oxide nanoparticles as a model system
H. Mehta, P.V. Kumar, J.A. Yuwono, Y.-H. Wu, F. Donat, A. Kierzkowska, D.A. Kuznetsov, C.R. Müller, E. Willinger, P.M. AbdalaAngew. Chem. Int. Ed. 2023, 62, e202217186. DOI: 10.1002/anie.202217186. Dataset: 10.1002/anie.202217186 (Zenodo).
An artificial [Fe4S4]-containing metalloenzyme for the reduction of CO2 to hydrocarbons
N.V. Igareta, R. Tachibana, Thomas R. Ward, M. Mukherjee, V. WaserJ. Am. Chem. Soc. 2023, 145, 14823. DOI: 10.1021/jacs.3c03546. Dataset: 10.5281/zenodo.8134490 (Zenodo).
Aqueous stability and redox chemistry of synthetic [Fe4S4] clusters
Artificial intelligence for natural product drug discovery
M.A. Skinnider, J. Durairaj, F. Huber, B. Zdrazil, L.M. Carroll, S.L. Robinson, A.S. Walker, A. Volkamer, N.I. Martin, H. Kim, R. Reher, S. Ferrinho, P. Guyomard, F. Grisoni, G.P. van Wezel, T. de Rond, Philippe Schwaller, H.U. Kim, D.A. van Bergeijk, R.G. Linington, A. Hofstetter, M. Gorostiola González, M. Segler, M.H. Medema, R.J.M. Goss, J.J.J. van der Hooft, B.R. Terlouw, K. Rajan, C.A. Dejong, E.R. Rees, K.R. Duncan, W. Jespers, M.A. Beniddir, F. Biermann, G.J.P. van Westen, M. Sorokina, A.K.H. Hirsch, M.W. Mullowney, J.A. van Santen, M.J. Balunas, E.L. Willighagen, S.S. Elsayed, N. Ziemert, C. Du, D. Meijer, K. Blin, N. Garg, W.H. Gerwick, E.J.N. Helfrich, T.F. Leao, J. Masschelein, S. Leopold-Messer, S.A. Kautsar, C.M. Clark, O.V. Kalinina, R. MüllerNat. Rev. Drug Discov. 2023, 22, 895. DOI: 10.1038/s41573-023-00774-7.
Artificial metalloenzyme-catalyzed enantioselective amidation via nitrene insertion in unactivated C(sp3)–H bonds
Z. Zou, Thomas R. Ward, J. Bechter, R. Tachibana, D. Chen, N.V. Igareta, K. YuJ. Am. Chem. Soc. 2023, 145, 16621. DOI: 10.1021/jacs.3c03969. Dataset: 10.5281/zenodo.8272174 (Zenodo).
Colloidal-ALD-grown metal oxide shells enable the synthesis of photoactive ligand/nanocrystal composite materials
A. Loiudice, P.P. Albertini, O. Segura Lecina, P.B. Green, R. BuonsantiJ. Am. Chem. Soc. 2023, 145, 8189. DOI: 10.1021/jacs.3c01439. Dataset: 10.5281/zenodo.7707974 (Zenodo).
3
Combining atomic layer deposition with surface organometallic chemistry to enhance atomic-scale interactions and improve the activity and selectivity of Cu–Zn/SiO2 catalysts for the hydrogenation of CO2 to methanol
Christophe Copéret, N. Phongprueksathat, C. Zixuan, Olga V. Safonova, H. Zhou, S.R. Docherty, A. Urakawa, I.P. Prosvirin, C.R. Müller, A. Fedorov, A.V. BukhtiyarovJACS Au 2023, 3, 2536. DOI: 10.1021/jacsau.3c00319. Dataset: 10.5281/zenodo.8420551 (Zenodo).
Controlling the selectivity of the hydrogenolysis of polyamides catalysed by ceria-supported metal nanoparticles
Current strategies for industrial plastic production from non-edible biomass
S. Bertella, J. Behaghel de Bueren, L.P. Manker, M.J. Jones, J.S. LuterbacherCurr. Opin. Green Sustainable Chem. 2023, 41, 100780. DOI: 10.1016/j.cogsc.2023.100780.
Cyclopentadienone triisocyanide iron complexes: general synthesis and crystal structures of tris(2,6-dimethylphenyl isocyanide)(η4-tetraphenylcyclopentadienone)iron and tris(naphthalen-2-yl isocyanide)(η4-tetraphenylcyclopentadienone)iron acetone hemisolvate
Deciphering the structural dynamics in molten salt-promoted MgO-based CO2 sorbents and their role in the CO2 uptake
A. Kierzkowska, M. Rekhtina, M. Krödel, Y.-H. Wu, F. Donat, C.R. Müller, P.M. AbdalaSci. Adv. 2023, 9, eadg5690. DOI: 10.1126/sciadv.adg5690. Dataset: 10.5281/zenodo.7835859 (Zenodo).
3
Design of flame-made ZnZrOX catalysts for sustainable methanol synthesis from CO2
Javier Pérez-Ramírez, T. Zou, P.O. Willi, M. Agrachev, Robert N. Grass, J. Morales‐Vidal, T. Pinheiro Araújo, S. Mitchell, G. Jeschke, S. VerstraetenAdv. Energy Mater. 2023, 13, 2204122. DOI: 10.1002/aenm.202204122. Datasets: 10.5281/zenodo.7359881 (Zenodo), 10.19061/iochem-bd-1-259 (ioChem-BD).
Designer phospholipid capping ligands for soft metal halide nanocrystals
M. Aebli, Yesim Sahin, Viktoriia Morad, Simon C. Boehme, A. Baumketner, J. Affolter, A. Stelmakh, S. Bals, Gabriele Rainò, C.J. Kaul, I. Cherniukh, Maksym V. Kovalenko, Leon Gabriel Feld, Dmitry N. Dirin, Mariia Svyrydenko, N.J. SchrenkerNature 2023, 626, 542-548. DOI: 10.1038/s41586-023-06932-6. Dataset: 10.1038/s41586-023-06932-6 (Zenodo).
Designing catalysts with deep generative models and computational data. A case study for Suzuki cross coupling reactions
Economic and environmental competitiveness of ethane-based technologies for vinyl chloride synthesis
G. Zichittella, V. Giulimondi, Javier Pérez-Ramírez, Juan D. Medrano‐García, A. CerutiACS Sustain. Chem. Eng. 2023, 11, 13062. DOI: 10.1021/acssuschemeng.3c03006.
Economic and environmental performance of an integrated CO2 refinery
Effective perspiration is essential to uphold the stability of zero-gap MEA-based cathodes used in CO2 electrolysers
H. Hu, A. Krause, Peter Broekmann, Y. Kong, A.V. Rudnev, Soma Vesztergom, Y.A. Hou, M. Liu, V. Kolivoška, R. ErniJ. Mater. Chem. A 2023, 11, 5083. DOI: 10.1039/D2TA06965B. Dataset: 10.5281/zenodo.7002917 (Zenodo).
Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning
A. Krause, Xiaoyu Mo, R. De Santi, Michael M. Zavlanos, Zifan Wang, Karl H. JohanssonICML 2023.
2
Eliminating flooding-related issues in electrochemical CO₂-to-CO converters: two lines of defense
Soma Vesztergom, C. Battaglia, R. Zboray, A. Senocrate, Peter Broekmann, Y. Kong, V. Kolivoška, F. BernasconiChimia 2023, 77, 104. DOI: 10.2533/chimia.2023.104.
2
Enabling direct photoelectrochemical H₂ production using alternative oxidation reactions on WO₃
K. Sivula, N. Plainpan, R. Ketkaew, S. LuberChimia 2023, 77, 110. DOI: 10.2533/chimia.2023.110.
Enantioselective total synthesis of (−)-artatrovirenol A
R. Lavernhe, Q. Wang, P. Domke, J. ZhuJ. Am. Chem. Soc. 2023, 145, 24408. DOI: 10.1021/jacs.3c09683.
2
Energy crisis in Europe enhances the sustainability of green chemicals
Abhinandan Nabera, Ioan-Robert Istrate, Antonio José Martín, Javier Pérez-RamírezGreen Chem. 2023, 25, 6603. DOI: 10.1039/D3GC01053H. Dataset: 10.5281/zenodo.8246472 (Zenodo).
Enhancing C≥2 product selectivity in electrochemical CO2 reduction by controlling the microstructure of gas diffusion electrodes
Environmental and economic potential of decentralised electrocatalytic ammonia synthesis powered by solar energy
S.C. D'Angelo, D. Freire Ordóñez, Javier Pérez-Ramírez, Antonio José Martín, S. CoboEnergy Environ. Sci. 2023, 16, 3314. DOI: 10.1039/D2EE02683J. Dataset: 10.5281/zenodo.7675514 (Zenodo).
2
Environmental sustainability assessment of hydrogen from waste polymers
Facile functionalization of carbon electrodes for efficient electroenzymatic hydrogen production
Pavel Moreno-García, Peter Broekmann, P. Maroni, S. Webb, A. Kulkarni, R.D. Milton, Y. LiuJACS Au 2023, 3, 124. DOI: 10.1021/jacsau.2c00551. Dataset: 10.5281/zenodo.6641837 (Zenodo).
Fast customization of chemical language models to out-of-distribution data sets
M.M. Lehmann, M. Stenta, Philippe Schwaller, T. Laino, A.C. Vaucher, A. ToniatoChem. Mater. 2023, 35, 8806. DOI: 10.1021/acs.chemmater.3c01406.
Fast evaluation of the adsorption energy of organic molecules on metals via graph neural networks
Group 10 metal allyl amidinates: A family of readily accessible and stable molecular precursors to generate supported nanoparticles
M. Candrian, X. Zhou, Christophe Copéret, S.R. Docherty, Stephan Pollitt, Christian EhingerJACS Au 2023, 3, 2314. DOI: 10.1021/jacsau.3c00334.
Halogenases for the synthesis of small molecules
J. Büchler, E. Hegarty, Rebecca M. BullerCurr. Opin. Green Sustainable Chem. 2023, 41, 100784. DOI: 10.1016/j.cogsc.2023.100784.
High-throughput ab initio reaction mechanism exploration in the cloud with automated multi-reference validation
M. Troyer, B. Peng, L. Talirz, M. Reiher, T. Weymuth, A. Grofe, H. Liu, A. Panyala, K. Kowalski, C.J. Stein, D. Wecker, J.P. Unsleber, M. MörchenJ. Chem. Phys. 2023, 158, 84803. DOI: 10.1063/5.0136526. Dataset: 10.5281/zenodo.7568996 (Zenodo).
High-throughput computational solvent screening for lignocellulosic biomass processing
K. Sundmacher, J.S. Luterbacher, L. König-Mattern, A. Ghosh, S. Linke, L.K. Rihko-Struckmann, A.O. KomarovaChem. Eng. J. 2023, 452, 139476. DOI: 10.1016/j.cej.2022.139476. Dataset: 10.5281/zenodo.8119797 (Zenodo).
Implications of Ga promotion and metal–oxide interface from tailored PtGa propane dehydrogenation catalysts supported on carbon
Lattice-stabilized chromium atoms on ceria for N2O synthesis
H. Eliasson, F. Krumeich, J. Geiger, R. Erni, V.A. Kondratenko, E.V. Kondratenko, M. Agrachev, Núria López, A. Zanina, G. Jeschke, I. Surin, Javier Pérez-Ramírez, Q. YangACS Catal. 2023, 13, 15977. DOI: 10.1021/acscatal.3c04463.
LibGENiE – A bioinformatic pipeline for the design of information-enriched enzyme libraries
Low-valent manganese atoms stabilized on ceria for nitrous oxide synthesis
V.A. Kondratenko, S. Damir, E.V. Kondratenko, F. Krumeich, Núria López, S. Mitchell, M. Agrachev, J. Geiger, H. Eliasson, Javier Pérez-Ramírez, I. Surin, R. Erni, Z. TangAdv. Mater. 2023, 35, 2211260. DOI: 10.1002/adma.202211260. Datasets: 10.5281/zenodo.7380563 (Zenodo), 10.19061/iochem-bd-1-262 (ioChem-BD).
2
Manganese transfer hydrogenases based on the biotin‐streptavidin technology
K. Lau, F. Pojer, W. Wang, R. Tachibana, Z. Zou, Thomas R. Ward, Xiang Zhang, D. Chen, X. HuAngew. Chem. Int. Ed. 2023, 62, e202311896. DOI: 10.1002/anie.202311896. Dataset: 10.5281/zenodo.8312812 (Zenodo).
Microalgae biofuel for a heavy-duty transport sector within planetary boundaries
C. Pozo, J. Gavaldà, R. Cabrera-Jiménez, L. Jiménez, V. Tulus, Gonzalo Guillén‐GosálbezACS Sustain. Chem. Eng. 2023, 11, 9359. DOI: 10.1021/acssuschemeng.3c00750. Dataset: 10.5281/zenodo.7850071 (Zenodo).
Mixed‐metal ionothermal synthesis of metallophthalocyanine covalent organic frameworks for CO2 capture and conversion
Felipe Gándara, Ali Coskun, Kyung Seob Song, L. Nga Poon, V. Mougel, Patrick W. Fritz, C.M. Caridade, D.F. AbbottAngew. Chem. Int. Ed. 2023, 62, e202309775. DOI: 10.1002/anie.202309775. Dataset: 10.5281/zenodo.8220146 (Zenodo).
Morphology and transport characterization of catalyst layers for CO2 reduction
S. Haussener, F. LorenzuttiJ. Electrochem. Soc. 2023, 170, 104507. DOI: 10.1149/1945-7111/acff1c.
NMR-based quantification of liquid products in CO2 electroreduction on phosphate-derived nickel catalysts
B.S. Yeo, P. Preikschas, Antonio José Martín, Javier Pérez-RamírezCommun. Chem. 2023, 6, 147. DOI: 10.1038/s42004-023-00948-9.
2
Nature of GaOx shells grown on silica by atomic layer deposition
M. Zubair, P.M. Abdala, N. Alaniva, A. Yakimov, N.K. Zimmerli, A. Fedorov, S. Björgvinsdóttir, E. Willinger, N.M. Bedford, C.R. Müller, P. Florian, A.B. Barnes, Christophe CopéretChem. Mater. 2023, 35, 7475. DOI: 10.1021/acs.chemmater.3c00923.
2
Net-zero transition of the global chemical industry with CO2-feedstock by 2050: feasible yet challenging
S. Hellweg, Gonzalo Guillén‐Gosálbez, Z. Wang, C. Oberschelp, J. HuoGreen Chem. 2023, 25, 415. DOI: 10.1039/D2GC03047K. Dataset: 10.5281/zenodo.8129254 (Zenodo).
Nickel-catalyzed direct stereoselective α-allylation of ketones with non-conjugated dienes
Nickel-catalyzed enantioselective electrochemical reductive cross-coupling of aryl aziridines with alkenyl bromides
C. Nevado, S. Cuesta-Galisteo, X. HuJ. Am. Chem. Soc. 2023, 145, 6270. DOI: 10.1021/jacs.2c12869.
Nitrogen fixation and hydrogen evolution by sterically encumbered Mo-nitrogenase
D. Ratcliff, T. Wagner, N. Maslać, I. Tsakoumagkos, C. Cadoux, R.D. Milton, S. Hoogendoorn, W. GuJACS Au 2023, 3, 1521. DOI: 10.1021/jacsau.3c00165. Dataset: 10.5281/zenodo.6865680 (Zenodo).
ODEFormer: Symbolic regression of dynamical systems with transformers
Of glasses and crystals: Mitigating the deactivation of CaO-based CO2 sorbents through calcium aluminosilicates
C.R. Müller, C. Leroy, S.M. Kim, M.A. Naeem, Y.-H. Wu, A. Armutlulu, A. Fedorov, A. Kierzkowska, P. FlorianJACS Au 2023, 3, 3111. DOI: 10.1021/jacsau.3c00475. Dataset: 10.5281/zenodo.12721657 (Zenodo).
On the Importance of Benchmarking the Gas‐Phase Pyrolysis Reaction in the Oxidative Dehydrogenation of Propane
A. Oing, G. Luongo, A. Fedorov, F. Donat, M. Nadjafi, M. Bachl, P.M. Abdala, Y. Cui, C.R. MüllerChemCatChem 2023, 15, e202200694. DOI: 10.1002/cctc.202200694.
One-pot synthesis of functionalized bis(trifluoromethylated)benziodoxoles from iodine(i) precursors
Photoion mass-selected threshold photoelectron spectroscopy to detect reactive intermediates in catalysis: From instrumentation and examples to peculiarities and a database
P. Hemberger, Z. Pan, Z. Zhang, X. Wu, K. Kanayama, A. BodiJ. Phys. Chem. C 2023, 127, 16751. DOI: 10.1021/acs.jpcc.3c03120.
Planetary boundaries assessment of deep decarbonisation options for building heating in the European Union
Quantum chemical data generation as fill-in for reliability enhancement of machine-learning reaction and retrosynthesis planning
M. Reiher, A. Toniato, T. Laino, J.P. Unsleber, D. Probst, A.C. VaucherDigit. Discov. 2023, 2, 663. DOI: 10.1039/d3dd00006k. Dataset: 10.5281/zenodo.7656889 (Zenodo).
3
Reaction environment design for multigram synthesis via Sonogashira coupling over heterogeneous palladium single-atom catalysts
G. Giannakakis, D. Faust Akl, S. Mitchell, Javier Pérez-Ramírez, A.R. Machado, Gonzalo Guillén‐Gosálbez, R. Marti, D. Poier, E. LucasACS Sustain. Chem. Eng. 2023, 11, 16935. DOI: 10.1021/acssuschemeng.3c04183. Dataset: 10.5281/zenodo.8089735 (Zenodo).
4
Reaction-induced formation of stable mononuclear Cu(I)Cl species on carbon for low-footprint vinyl chloride production
G. Jeschke, Juan D. Medrano‐García, Javier Pérez-Ramírez, Gonzalo Guillén‐Gosálbez, A. Ruiz-Ferrando, S. Mitchell, D. Faust Akl, G. Giannakakis, M. Agrachev, Olga V. SafonovaAdv. Mater. 2023, 35, 2211464. DOI: 10.1002/adma.202211464. Dataset: 10.5281/zenodo.7380519 (Zenodo).
Reaction‐Induced Metal‐Metal Oxide Interactions in Pd‐In2O3/ZrO2 Catalysts Drive Selective and Stable CO2 Hydrogenation to Methanol
R. Erni, Núria López, H. Eliasson, J. Morales‐Vidal, S. Mitchell, C. Mondelli, G. Giannakakis, J.A. Stewart, Javier Pérez-Ramírez, T. Pinheiro AraújoAngew. Chem. Int. Ed. 2023, 62, e202306563. DOI: 10.1002/anie.202306563. Dataset: 10.5281/zenodo.7916389 (Zenodo).
Reply to comment on ‘Physics-based representations for machine learning properties of chemical reactions’
Structure of Na Species in promoted CaO-based sorbents and their effect on the rate and extent of the CO2 uptake
C.R. Müller, L. Abduly, Christophe Copéret, P.M. Abdala, M. Krödel, M. Nadjafi, A. Yakimov, A.H. Bork, A. Kierzkowska, F. DonatAdv. Funct. Mater. 2023, 33, 2302916. DOI: 10.1002/adfm.202302916. Dataset: 10.1002/adfm.202302916 (Zenodo).
Supramolecular capsule catalysis enables the exploration of terpenoid chemical space untapped by Nature
Surface charge boundary condition often misused in CO2 reduction models
E.F. Johnson, E. Boutin, S. HaussenerJ. Phys. Chem. C 2023, 127, 18784. DOI: 10.1021/acs.jpcc.3c05364.
Surface chemistry dictates the enhancement of luminescence and stability of InP QDs upon c-ALD ZnO hybrid shell growth
M.A. Newton, O. Segura Lecina, P.P. Albertini, P.B. Green, A. Loiudice, J. Leemans, D.C. Stoian, R. Buonsanti, K.P. MarshallJACS Au 2023, 3, 3066. DOI: 10.1021/jacsau.3c00457. Dataset: 10.5281/zenodo.8377955 (Zenodo).
Sustainable materials: Production methods and end-of-life strategies
J.S. Luterbacher, A. Ghosh, R. Buser, F. HéroguelChimia 2023, 77, 848. DOI: 10.2533/chimia.2023.848.
Synthesis of propargyl silanes from terminal alkynes via a migratory Sonogashira reaction
The catalytic role of glutathione transferases in heterologous anthocyanin biosynthesis
T. Schwander, M. Eichenberger, S. Hüppi, G. Jiménez-Osés, F. Peccati, M. Naesby, Rebecca M. Buller, J. KreuzerNat. Catal. 2023, 6, 927. DOI: 10.1038/s41929-023-01018-y. Dataset: 10.5281/zenodo.8069429 (Zenodo).
The mononuclear metal-binding site of Mo-nitrogenase is not required for activity
The promotional role of Mn in CO2 hydrogenation over Rh-based catalysts from a surface organometallic chemistry approach
Christian Ehinger, X. Zhou, Christophe Copéret, S.R. Docherty, W. ZhouChem. Sci. 2023, 14, 5379. DOI: 10.1039/D3SC01163A. Dataset: 10.5281/zenodo.8276926 (Zenodo).
The role of ionomers in the electrolyte management of zero-gap MEA-based CO2 electrolysers: a Fumion vs. Nafion comparison
V. Kolivoška, Y.A. Hou, M. Liu, A.V. Rudnev, Soma Vesztergom, Y. Kong, I. Montiel, H. Hu, R. Erni, Peter BroekmannAppl. Catal. 2023, 335, 122885. DOI: 10.1016/j.apcatb.2023.122885. Dataset: 10.5281/zenodo.7117080 (Zenodo).
Theory-guided development of homogeneous catalysts for the reduction of CO2 to formate, formaldehyde, and methanol derivatives
Trade-offs between Sustainable Development Goals in carbon capture and utilisation
Gonzalo Guillén‐Gosálbez, Javier Pérez-Ramírez, I. Ioannou, Á. Galán-MartínEnergy Environ. Sci. 2023, 16, 113. DOI: 10.1039/D2EE01153K. Dataset: 10.5281/zenodo.8272032 (Zenodo).
Transparent porous conductive substrates for gas-phase photoelectrochemical hydrogen production
M. Caretti, E. Mensi, K. Sivula, E. Rideau, S. Nussbaum, R. Wells, L. Carbone, R.-A. Kessler, L. Lazouni, B. Goldman, J.-h. YumAdv. Mater. 2023, 35, 2208740. DOI: 10.1002/adma.202208740. Dataset: 10.5281/zenodo.8270024 (Zenodo).
Ultrahigh mass activity Pt entities consisting of Pt single atoms, clusters, and nanoparticles for improved hydrogen evolution reaction
Stephan Pollitt, S. Küspert, Z. Zeng, S.E. Balaghi, A. Fischer, M. Knäbbeler-Buß, J. Melke, N. Hug, H.E.M. Hussein, P. Hügenell, N. OrtliebSmall 2023, 19, 2205885. DOI: 10.1002/smll.202205885. Dataset: 10.5281/zenodo.8271889 (Zenodo).
2
Unraveling radical and oxygenate routes in the oxidative dehydrogenation of propane over boron nitride
X-ray and NMR structural data of ethynylbenziodoxolones (EBXs) reagents and their analogues
S. Nicolai, F. Fadaei‐Tirani, R. Scopelliti, M.D. Wodrich, N.P. Ramirez, Jérôme Waser, E. Le Du, D.P. HariHelv. Chim. Acta 2023, 106, e202200175. DOI: 10.1002/hlca.202200175.
X‐Ray and NMR structural data of ethynylbenziodoxolones (EBXs) reagents and their analogues
R. Scopelliti, N.P. Ramirez, M.D. Wodrich, F. Fadaei‐Tirani, E. Le Du, D.P. Hari, S. Nicolai, Jérôme WaserHelv. Chim. Acta 2023, 106, e202200175. DOI: 10.1002/hlca.202200175.
ZrO2-Promoted Cu-Co, Cu-Fe and Co-Fe Catalysts for Higher Alcohol Synthesis
Javier Pérez-Ramírez, Antonio José Martín, Y. GeACS Catal. 2023, 13, 9946-9959. DOI: 10.1021/acscatal.3c02534.
Zwitterionic halido cyclopentadienone iron complexes and their catalytic performance in hydrogenation reactions
A collaborative journey towards the late-stage functionalization of added-value chemicals using engineered halogenases
C. Le Chapelain, N.J. Turner, J. Büchler, Rebecca M. Buller, K. Schroer, O. Loiseleur, E. Hegarty, R. SnajdrovaHelv. Chim. Acta 2022, 106, e202200128. DOI: 10.1002/hlca.202200128.
A concise review on recent developments of machine learning for the prediction of vibrational spectra
Activity-based approach for selective molecular CO2 sensing
J.-C. Leroux, P. Finkelstein, O. Green, M.A. Rivero-Crespo, M.K. Bogdos, Bill Morandi, M. BurgerJ. Am. Chem. Soc. 2022, 144, 8717. DOI: 10.1021/jacs.2c02361. Dataset: 10.1021/jacs.2c02361 (Zenodo).
Advancing MXene electrocatalysts for energy conversion reactions: surface, stoichiometry, and stability
D.A. Kuznetsov, P.V. Kumar, R.P. Kulkarni, R. Amal, C.R. Müller, G. Sai Gautam, C. Tsounis, H. MasoodAngew. Chem. Int. Ed. 2022, 62, e202210828. DOI: 10.1002/anie.202210828.
Algorithm-aided engineering of aliphatic halogenase WelO5* for the asymmetric late-stage functionalization of soraphens
C. Le Chapelain, U.T. Bornscheuer, A. Lumbroso, J. Büchler, M. Voß, D. Patsch, O. Loiseleur, Rebecca M. Buller, O. Allemann, S.H. MalcaNat. Commun. 2022, 13, 371. DOI: 10.1038/s41467-022-27999-1. Dataset: 10.5281/zenodo.5665271 (Zenodo).
An artificial metalloenzyme based on a copper heteroscorpionate enables sp3 C–H functionalization via intramolecular carbene insertion
Thomas R. Ward, R. Tachibana, A. Stein, C. Rumo, D. Häussinger, J. KlehrJ. Am. Chem. Soc. 2022, 144, 11676. DOI: 10.1021/jacs.2c03311. Dataset: 10.5281/zenodo.6793475 (Zenodo).
3
Assessing the environmental benefit of palladium-based single-atom heterogeneous catalysts for Sonogashira coupling
Olga V. Safonova, S.C. D'Angelo, Javier Pérez-Ramírez, D. Faust Akl, D. Poier, Gonzalo Guillén‐Gosálbez, V. Tulus, T. Pinheiro Araújo, S. MitchellGreen Chem. 2022, 24, 6879. DOI: 10.1039/D2GC01853E. Dataset: 10.5281/zenodo.6135989 (Zenodo).
Assessing the environmental potential of hydrogen from waste polyethylene
Catalyst: a step forward for PVC manufacture from natural gas
A. Ceruti, G. Zichittella, Gonzalo Guillén‐Gosálbez, Javier Pérez-RamírezChem 2022, 8, 883. DOI: 10.1016/j.chempr.2022.02.012.
2
Catalytic synergies in bimetallic Ru-Pt single-atom catalysts via speciation control
F. Krumeich, A. Ruiz-Ferrando, Antonio José Martín, S.K. Kaiser, Núria López, V. Giulimondi, A.H. Clark, Javier Pérez-RamírezAdv. Funct. Mater. 2022, 32, 2206513. DOI: 10.1002/adfm.202206513. Datasets: 10.19061/iochem-bd-1-247 (ioChem-BD), 10.5281/zenodo.6929058 (Zenodo).
Chemical looping partial oxidation of methane: reducing carbon deposition through alloying
Colloidal-ALD-grown hybrid shells nucleate via a ligand–precursor complex
R. Buonsanti, A. Loiudice, A. Venkatesh, O. Segura Lecina, S. Björgvinsdóttir, L. Emsley, M.A. Hope, K. RossiJ. Am. Chem. Soc. 2022, 144, 3998. DOI: 10.1021/jacs.1c12538. Dataset: 10.5281/zenodo.6193067 (Zenodo).
Constructing and interpreting volcano plots and activity maps to navigate homogeneous catalyst landscapes
Copper phosphonate lamella intermediates control the shape of colloidal copper nanocrystals
J. Vavra, D.C. Stoian, L. Castilla Amorós, R. Buonsanti, J.R. Pankhurst, V. Mantella, P.P. AlbertiniJ. Am. Chem. Soc. 2022, 144, 12261. DOI: 10.1021/jacs.2c03489. Dataset: 10.5281/zenodo.6362954 (Zenodo).
Cracks as efficient tools to mitigate flooding in gas diffusion electrodes used for the electrochemical reduction of carbon dioxide
Y.A. Hou, Y. Kong, M.d.J. Gálvez‐Vázquez, Peter Broekmann, M. Liu, V. Kolivoška, Soma Vesztergom, I. Montiel, H. HuSmall Methods 2022, 6, 2200369. DOI: 10.1002/smtd.202200369. Dataset: 10.5281/zenodo.6421142 (Zenodo).
Cyclopentadienone iron complex-catalyzed hydrogenation of ketones: an operando spectrometric study using pressurized sample infusion-electrospray ionization-mass spectrometry
Elucidation of metal local environments in single-atom catalysts based on carbon nitrides
Christophe Copéret, E. Willinger, S. Mitchell, C.R. Müller, S.M. Collins, S. Büchele, A. Ruiz-Ferrando, Núria López, Z. Chen, Olga V. Safonova, A. Yakimov, Javier Pérez-Ramírez, D.M. Kepaptsoglou, Q.M. RamasseSmall 2022, 18, 2202080. DOI: 10.1002/smll.202202080.
3
Elucidation of radical- and oxygenate-driven paths in zeolite-catalysed conversion of methanol and methyl chloride to hydrocarbons
A. Bodi, G. Jeschke, A. Cesarini, S.P. Schmid, M. Agrachev, Javier Pérez-Ramírez, G. Zichittella, Z. Pan, S. MitchellNat. Catal. 2022, 5, 605. DOI: 10.1038/s41929-022-00808-0. Dataset: 10.5281/zenodo.6547649 (Zenodo).
Enantioselective tail-to-head terpene cyclizations by optically active hexameric resorcin[4]arene capsule derivatives
D. Sokolova, G. PicciniAngew. Chem. Int. Ed. 2022, 61, e202203384. DOI: 10.1002/anie.202203384.
Energy systems modeling and optimization for absolute environmental sustainability: current landscape and opportunities
T. Weidner, Gonzalo Guillén‐Gosálbez, Á. Galán-Martín, M. RybergComput. Chem. Eng. 2022, 164, 107883. DOI: 10.1016/j.compchemeng.2022.107883.
Enzymatic and microbial electrochemistry: approaches and methods
S. Sahin, S. Webb, G. Bedendi, P. Maroni, M. Grattieri, L.D.d.M. Torquato, C. Cadoux, A. Kulkarni, R.D. MiltonACS Meas. Sci. Au 2022, 2, 517. DOI: 10.1021/acsmeasuresciau.2c00042.
Enzyme engineering enables inversion of substrate stereopreference of the halogenase WelO5*
E. Sager, R. Snajdrova, D. Schaub, M. Ligibel, S. Hüppi, T. Hayashi, Rebecca M. Buller, K. Schroer, M. VoßChemCatChem 2022, 14, e202201115. DOI: 10.1002/cctc.202201115. Dataset: 10.2210/pdb8ACV/pdb (PDB).
Evaluation of the potential use of e-fuels in the European aviation sector: a comprehensive economic and environmental assessment including externalities
Flame spray pyrolysis as a synthesis platform to assess metal promotion in In2O3‐catalyzed CO2 hydrogenation
K.M. Engel, Olga V. Safonova, D. Faust Akl, F. Krumeich, Javier Pérez-Ramírez, J. Morales‐Vidal, T. Zou, Robert N. Grass, R. García‐Muelas, T. Pinheiro Araújo, Núria López, P.O. Willi, C. MondelliAdv. Energy Mater. 2022, 12, 2103707. DOI: 10.1002/aenm.202103707. Dataset: 10.19061/iochem-bd-1-219 (ioChem-BD).
4
Flame-made ternary Pd-In2O3-ZrO2 catalyst with enhanced oxygen vacancy generation for CO2 hydrogenation to methanol
Olga V. Safonova, Wendelin J. Stark, G. Jeschke, K.M. Engel, C. Mondelli, P.O. Willi, M. Agrachev, S. Mitchell, T. Pinheiro Araújo, Javier Pérez-Ramírez, Robert N. GrassNat. Commun. 2022, 13, 5610. DOI: 10.1038/s41467-022-33391-w. Dataset: 10.5281/zenodo.6511235 (Zenodo).
From ethene to propene (ETP) on tailored silica–alumina supports with isolated Ni(II) sites: uncovering the importance of surface nickel aluminate sites and the carbon-pool mechanism
Christophe Copéret, S.R. Docherty, C.R. Müller, A. Fedorov, P.M. Abdala, C. Zixuan, I.B. Moroz, A. Kierzkowska, P. FlorianCatal. Sci. Technol. 2022, 12, 5861. DOI: 10.1039/D2CY01272C. Dataset: 10.1039/d2cy01272c (Zenodo).
From non-edible biomass to performance thermoplastics with sustainable end-of-life
Highly selective oxidative dehydrogenation of ethane to ethylene via chemical looping with oxygen uncoupling through structural engineering of the oxygen carrier
G. Luongo, C.R. Müller, A. Landuyt, E. Willinger, F. Donat, A.H. BorkAdv. Energy Mater. 2022, 12, 2200405. DOI: 10.1002/aenm.202200405. Dataset: 10.1002/aenm.202200405 (Zenodo).
Identifying descriptors for promoted rhodium-based catalysts for higher alcohol synthesis via machine learning
M. Suvarna, P. Preikschas, Javier Pérez-RamírezACS Catal. 2022, 12, 15373. DOI: 10.1021/acscatal.2c04349.
Importance of substrate pore size and wetting behavior in gas diffusion electrodes for CO2 reduction
F. Bernasconi, C. Battaglia, A. Senocrate, K. Kraft, D. Rentsch, M. Trottmann, D. BleinerACS Appl. Energy Mater. 2022, 5, 14504. DOI: 10.1021/acsaem.2c03054. Dataset: 10.5281/zenodo.8228241 (Zenodo).
Improving the lifetime of hybrid CoPc@MWCNT catalysts for selective electrochemical CO2-to-CO conversion
Clémence Corminboeuf, Rubén Laplaza, A. Krause, T. Laino, C. Bunne, A.C. Vaucher, Philippe SchwallerWiley Interdiscip. Rev.: Comput. Mol. Sci. 2022, 12, e1604. DOI: 10.1002/wcms.1604.
Machine learning-assisted discovery of hidden states in expanded free energy space
Mechanistic routes toward C3 products in copper-catalysed CO2 electroreduction
B.S. Yeo, R. García‐Muelas, F.L.P. Veenstra, Javier Pérez-Ramírez, Núria López, L.R.L. Ting, Antonio José Martín, F. Dattila, S.P. García CarrilloCatal. Sci. Technol. 2022, 12, 409. DOI: 10.1039/D1CY01423D. Dataset: 10.19061/iochem-bd-1-175 (ioChem-BD).
Metric learning for kernel ridge regression: assessment of molecular similarity
R. Fabregat I De Aguilar-Amat, M. Haeberle, Clémence Corminboeuf, P. van GerwenMach. Learn.: Sci. Technol. 2022, 3, 35015. DOI: 10.1088/2632-2153/ac8e4f. Dataset: 10.5281/zenodo.8229209 (Zenodo).
2
Migrative carbofluorination of saturated amides enabled by Pd-based dyotropic rearrangement
Q. Wang, S. Gallarati, H. Wu, J. Zhu, Clémence CorminboeufJ. Am. Chem. Soc. 2022, 144, 14047. DOI: 10.1021/jacs.2c06578. Dataset: 10.1021/jacs.2c06578 (Zenodo).
2
Modular synthesis of benzocyclobutenes via Pd(II)-catalyzed oxidative [2+2] annulation of arylboronic acids with alkenes
S. Gallarati, T. Fujii, Q. Wang, Clémence Corminboeuf, J. ZhuJ. Am. Chem. Soc. 2022, 144, 8920. DOI: 10.1021/jacs.2c03565.
2
Modulating electric field distribution by alkali cations for CO2 electroreduction in strongly acidic medium
OSCAR: an extensive repository of chemically and functionally diverse organocatalysts
Clémence Corminboeuf, S. Vela, Rubén Laplaza, A. Fabrizio, S. Gallarati, P. van GerwenChem. Sci. 2022, 13, 13782. DOI: 10.1039/D2SC04251G. Dataset: 10.24435/materialscloud:v4-sn (Materials Cloud).
Onset and dynamics of avalanches in a rotating cylinder: From experimental data to a geometric model
S. Pinzello, B.J. Leistner, C.R. Müller, E. Cano-Pleite, C. McLarenPhysical review. E 2022, 106, 054902. DOI: 10.1103/physreve.106.054902.
Oxidase-type C-H/C-H coupling using an isoquinoline-derived organic photocatalyst
Post‐assembly modification of protein cages by Ubc9‐mediated lysine acylation
J.W. Bode, M.D. Levasseur, R. Hofmann, S. Hehn, M. Thanaburakorn, D. Hilvert, T.G.W. EdwardsonChemBioChem 2022, 23, e202200332. DOI: 10.1002/cbic.202200332.
Prospects of MgO-based sorbents for CO2 capture applications at high temperatures
F. Donat, C.R. MüllerCurr. Opin. Green Sustainable Chem. 2022, 36, 100645. DOI: 10.1016/j.cogsc.2022.100645.
2
Redispersion strategy for high-loading carbon-supported metal catalysts with controlled nuclearity
V. Giulimondi, G. Jeschke, A.H. Clark, M. Agrachev, F. Krumeich, S. Mitchell, S.K. Kaiser, Javier Pérez-RamírezJ. Mater. Chem. A 2022, 10, 5953. DOI: 10.1039/D1TA09238C. Dataset: 10.5281/zenodo.6325256 (Zenodo).
Regionalized life cycle assessment of present and future lithium production for Li-ion batteries
SELFIES and the future of molecular string representations
K. Rajan, B. Smit, A.D. White, R. Yu, A. Wang, A. Frei, F. Strieth-Kalthoff, A. Nigam, Philippe Schwaller, N. Carson, S. Barthel, S.M. Moosavi, G. Tom, A. Aspuru-Guzik, N.C. Frey, A. Young, J.M. Nápoles-Duarte, C. Sun, U. Schatzschneider, K.M. Jablonka, T. Gaudin, R.F. Lameiro, D. Lemm, P. Friederich, M. Krenn, R. Pollice, A.A. Gayle, M. Skreta, G. Falk von Rudorff, A. Lo, Q. AiPatterns 2022, 3, 100588. DOI: 10.1016/j.patter.2022.100588.
Shaping copper nanocatalysts to steer selectivity in the electrochemical CO2 reduction reaction
Size-dependent structural alterations in Ag nanoparticles during CO2 electrolysis in a gas-fed zero-gap electrolyzer
A.V. Rudnev, I. Montiel, Y.A. Hou, M. Liu, Y. Kong, Peter Broekmann, H. HuChemElectroChem 2022, 9, e202200615. DOI: 10.1002/celc.202200615. Dataset: 10.5281/zenodo.6840454 (Zenodo).
Social life cycle assessment of green methanol and benchmarking against conventional fossil methanol
Surface intermediates in In-based ZrO2-supported catalysts for hydrogenation of CO2 to methanol
Christophe Copéret, C.R. Müller, S.R. Docherty, A.I. Serykh, D. Mance, N.S. Bushkov, A. Fedorov, P.M. Abdala, A. TsoukalouJ. Phys. Chem. C 2022, 126, 1793. DOI: 10.1021/acs.jpcc.1c08814. Dataset: 10.5281/zenodo.6350245 (Zenodo).
Sustainable polyesters via direct functionalization of lignocellulosic sugars
M.A. Hedou, L.P. Manker, J.S. Luterbacher, A. Demongeot, H.-A. Klok, Y. Leterrier, T. Rambert, C. Rayroud, M. Vieli, I. Sulaeva, M.J. Jones, A. Potthast, G.R. Dick, V. MichaudNat. Chem. 2022, 14, 976. DOI: 10.1038/s41557-022-00974-5. Dataset: 10.1038/s41557-022-00974-5 (Zenodo).
Taming the radical cation intermediate enabled one-step access to structurally diverse lignans
Two-carbon ring expansion of cyclobutanols to cyclohexenones enabled by indole radical cation intermediate: development and application to a total synthesis of uleine
Asymmetric cation-olefin monocyclization by engineered squalene-hopene cyclases
S. Vollenweider, U.T. Bornscheuer, N. Aeberli, R. Berweger, E. Eichhorn, D. Patsch, S. Hüppi, Rebecca M. Buller, F. Voirol, M. Eichenberger, L. Hortencio, S. Dossenbach, F. FlachsmannAngew. Chem. Int. Ed. 2021, 60, 26080. DOI: 10.1002/anie.202108037.
2
Atomic-scale structure and its impact on chemical properties of aluminum oxide layers prepared by atomic layer deposition on silica
C. Leroy, D. Massiot, E. Willinger, C.R. Müller, F. Fayon, M. Kaushik, A. Lesage, A. Fedorov, Christophe Copéret, P. Florian, D. Gajan, C. ZixuanChem. Mater. 2021, 33, 3335. DOI: 10.1021/acs.chemmater.1c00516.
Atomically precise control in the design of low-nuclearity supported metal catalysts
Exploiting the lability of metal halide perovskites for doping semiconductor nanocomposites
J. Arbiol, M. Ibáñez, T. Kleinhanns, Dmitry N. Dirin, Y. Liu, M. Calcabrini, A. Genç, S. Lee, Q.A. Akkerman, Maksym V. KovalenkoACS Energy Lett. 2021, 6, 581. DOI: 10.1021/acsenergylett.0c02448.
Extraction of organic chemistry grammar from unsupervised learning of chemical reactions
Philippe Schwaller, J.-L. Reymond, B. Hoover, T. Laino, H. StrobeltSci. Adv. 2021, 7, eabe4166. DOI: 10.1126/sciadv.abe4166.
First steps toward sustainable circular uses of chemicals: advancing the assessment and management paradigm
Guidelines for performing lignin-first biorefining
K. Barta, J. Ralph, Y. Román-Leshkov, F. Wang, G.T. Beckham, R. Rinaldi, B.F. Sels, M.M. Abu-Omar, J.S. LuterbacherEnergy Environ. Sci. 2021, 14, 262. DOI: 10.1039/D0EE02870C.
Hybrid 0D antimony halides as air‐stable luminophores for high‐spatial‐resolution remote thermography
S. Yakunin, Maksym V. Kovalenko, Viktoriia Morad, Simon C. Boehme, I. Shorubalko, M.J. Grotevent, B. Benin, Y. ShynkarenkoAdv. Mater. 2021, 33, 2007355. DOI: 10.1002/adma.202007355.
Hydrogen dissociation sites on indium-based ZrO2-supported catalysts for hydrogenation of CO2 to methanol
Modulating chemoselectivity in a Fe(II)/α-ketoglutarate-dependent dioxygenase for the oxidative modification of a nonproteinogenic amino acid
R. Frey, K. Schroer, E. Sager, M. Ligibel, F. Meyer, Rebecca M. BullerACS Catal. 2021, 11, 6261. DOI: 10.1021/acscatal.1c00678.
Monodisperse long-chain sulfobetaine-capped CsPbBr3 nanocrystals and their superfluorescent assemblies
D. Naumenko, P.C. Sercel, Maksym V. Kovalenko, H. Andrusiv, F. Krieg, Gabriele Rainò, M. Burian, R.F. Mahrt, T. Stöferle, H. Amenitsch, Maryna I. BodnarchukACS Cent. Sci. 2021, 7, 135. DOI: 10.1021/acscentsci.0c01153.
No-regret algorithms for capturing events in Poisson point processes
A. Krause, M. MutnýProc. Mach. Learn. Res. 2021, 139, 7894.
Operando laser scattering: probing the evolution of cocal pH changes on complex electrode architectures
Soma Vesztergom, S. Kitayaporn, V. Grozovski, M.d.J. Gálvez‐Vázquez, E. Karst, Peter Broekmann, Pavel Moreno-GarcíaJ. Electrochem. Soc. 2021, 168, 72504. DOI: 10.1149/1945-7111/ac1212. Dataset: 10.5281/zenodo.8147183 (Zenodo).
Peering into buried interfaces with X-rays and electrons to unveil MgCO3 formation during CO2 capture in molten salt-promoted MgO
E. Willinger, P. Castro-Fernández, P.M. Abdala, A.H. Bork, C.R. Müller, M. Rekhtina, J. DrnecProc. Natl. Acad. Sci. U. S. A. 2021, 118, e2103971118. DOI: 10.1073/pnas.2103971118. Dataset: 10.5281/zenodo.7934294 (Zenodo).
Perovskite quantum dots for super-resolution optical microscopy: where strong photoluminescence blinking matters
F. Krieg, Maksym V. Kovalenko, Gabriele Rainò, Y. Shynkarenko, Leon Gabriel FeldAdv. Opt. Mater. 2021, 9, 2100620. DOI: 10.1002/adom.202100620. Dataset: 10.5281/zenodo.4772469 (Zenodo).
Photocatalytic decarboxylative coupling of aliphatic N-hydroxyphthalimide esters with polyfluoroaryl nucleophiles
Process modelling and life cycle assessment coupled with experimental work to shape the future sustainable production of chemicals and fuels
S.C. D'Angelo, I. Ioannou, Javier Pérez-Ramírez, C. Pozo, Gonzalo Guillén‐Gosálbez, Á. Galán-MartínReact. Chem. Eng. 2021, 6, 1179. DOI: 10.1039/D0RE00451K.
Proximal optimal transport modeling of population dynamics
A. Krause, L. Meng-Papaxanthos, M. Cuturi, C. BunneFluid Phase Equilib. 2021, 151, 6511. DOI: 10.48550/arXiv.2106.06345.
2
Quantification of redox sites during catalytic propane oxychlorination by operando EPR spectroscopy
G. Jeschke, G. Zichittella, R. Tschaggelar, Javier Pérez-RamírezAngew. Chem. Int. Ed. 2021, 60, 3596. DOI: 10.1002/anie.202013331.
Quantifying photoinduced polaronic distortions in inorganic lead halide perovskite nanocrystals
M. Chergui, J.M. Budarz, M. Puppin, J. Löffler, G. Doumy, G.F. Mancini, A.M. March, N. Colonna, Simon C. Boehme, L.M.D. Leroy, G. Smolentsev, F. Krieg, A. Al Haddad, T.C. Rossi, D. Walko, Maksym V. Kovalenko, D. Kinschel, M.-F. Tu, Y. KumagaiJ. Am. Chem. Soc. 2021, 143, 9048. DOI: 10.1021/jacs.1c02403. Dataset: 10.5281/zenodo.4564629 (Zenodo).
Rao-Blackwellizing the straight-through Gumbel-Softmax gradient estimator
Re-programming and optimization of a L-proline cis-4-hydroxylase for the cis-3-halogenation of its native substrate
T. Hayashi, Rebecca M. Buller, E. Sager, J. Meierhofer, A. Papadopoulou, S.L. Schneider, F. MeyerChemCatChem 2021, 13, 3914. DOI: 10.1002/cctc.202100591.
Reaction-based machine learning representations for predicting the enantioselectivity of organocatalysts
S. Bhattacharjee, Rubén Laplaza, S. Gallarati, M.D. Wodrich, Clémence Corminboeuf, R. Fabregat I De Aguilar-AmatChem. Sci. 2021, 12, 6879. DOI: 10.1039/D1SC00482D. Dataset: 10.5281/zenodo.5054507 (Zenodo).
Reduction in minimum fluidization velocity and minimum bubbling velocity in gas-solid fluidized beds due to vibration
Scalable two-step annealing method for preparing ultra-high-density single-atom catalyst libraries
Z. Li, C. Su, J. Li, S. Xi, J. Lu, T. Sun, K. Harrath, H. Yang, D. Faust Akl, X. Zhao, X. Hai, D. Kong, H. Xu, Javier Pérez-Ramírez, J. Li, Y. CuiNat. Nanotechnol. 2021, 17, 174. DOI: 10.1038/s41565-021-01022-y.
Sensing Cox processes via posterior sampling and positive bases
Single-atom-substituted Mo2CTx:Fe-layered carbide for selective oxygen reduction to hydrogen peroxide: tracking the evolution of the MXene phase
D.A. Kuznetsov, P.M. Abdala, C. Zixuan, C.R. Müller, A. Fedorov, Olga V. SafonovaJ. Am. Chem. Soc. 2021, 143, 5771. DOI: 10.1021/jacs.1c00504.
Status and prospects of the decentralised valorisation of natural gas into energy and energy carriers
G. Zichittella, Javier Pérez-RamírezChem. Soc. Rev. 2021, 50, 2984. DOI: 10.1039/D0CS01506G.
2
Structural insight into an atomic layer deposition (ALD) grown Al2O3 layer on Ni/SiO2: impact on catalytic activity and stability in dry reforming of methane
Christophe Copéret, W.-C. Liao, P.M. Abdala, C.R. Müller, D. Hosseini, S.M. Kim, D.C. Stoian, C. Zixuan, A. ArmutluluCatal. Sci. Technol. 2021, 11, 7563. DOI: 10.1039/D1CY01149A. Dataset: 10.1039/D1CY01149A (Zenodo).
Structure sensitivity of nitrogen-doped carbon-supported metal catalysts in dihalomethane hydrodehalogenation
The capping agent is the key: structural alterations of Ag NPs during CO2 electrolysis probed in a zero-gap gas-flow configuration
I. Martens, I. Montiel, J. Drnec, Soma Vesztergom, M. Liu, Peter Broekmann, M. Mirolo, H. Hu, C. Sun, Y. Kong, Y.A. Hou, Noémi Kovács, M.d.J. Gálvez‐VázquezJ. Catal. 2021, 404, 371. DOI: 10.1016/j.jcat.2021.10.016. Dataset: 10.5281/zenodo.6401829 (Zenodo).
The role of hydrogen in heavy transport to operate within planetary boundaries
A. Valente, M.A.J. Huijbregts, V. Tulus, Gonzalo Guillén‐Gosálbez, Á. Galán-MartínSustainable Energy Fuels 2021, 5, 4637. DOI: 10.1039/D1SE00790D. Dataset: 10.5281/zenodo.8082748 (Zenodo).
Theory-guided enhancement of CO2 reduction to ethanol on Ag–Cu tandem catalysts via particle-size effects
J.R. Pankhurst, P. Iyengar, R. Buonsanti, F. Calle-Vallejo, M.J. KolbACS Catal. 2021, 11, 13330. DOI: 10.1021/acscatal.1c03717.
Tosyloxybenziodoxolone: a platform for performing the umpolung of alkynes in one-pot transformations
Unwrap them first: operando potential-induced activation is required when using PVP-capped Ag nanocubes as catalysts of CO₂ electroreduction
Pavel Moreno-García, Soma Vesztergom, M.d.J. Gálvez‐Vázquez, Y.A. Hou, B. Wiley, Peter Broekmann, H. Xu, H. HuChimia 2021, 75, 163. DOI: 10.2533/chimia.2021.163. Dataset: 10.5281/zenodo.8116584 (Zenodo).
ZnO-promoted inverse ZrO2–Cu catalysts for CO2-based methanol synthesis under mild conditions
Activation of copper species on carbon nitride for enhanced activity in the arylation of amines
M.A. Ortuño, S.M. Collins, S. Mitchell, P.A. Midgley, S. Xi, A. Ruiz-Ferrando, A. Borgna, E. Fako, A. Sabadell-Rendón, Núria López, D. Klose, Javier Pérez-Ramírez, E. Vorobyeva, V. Bösken, Erick M. Carreira, D.M. KepaptsoglouACS Catal. 2020, 10, 11069. DOI: 10.1021/acscatal.0c03164. Dataset: 10.19061/iochem-bd-1-151 (ioChem-BD).
CO2-free conversion of CH4 to syngas using chemical looping
Gradient estimation with stochastic Softmax tricks
C.J. Maddison, D. Choi, M.B. Paulus, A. Krause, D. TarlowNeurIPS 2020. DOI: 10.48550/arXiv.2006.08063.
2
Hybridization of fossil and CO2-based routes for ethylene production using renewable energy
S.C. D'Angelo, Javier Pérez-Ramírez, I. Ioannou, Gonzalo Guillén‐Gosálbez, Antonio José MartínChemSusChem 2020, 13, 6370. DOI: 10.1002/cssc.202001312. Dataset: 10.5281/zenodo.8082205 (Zenodo).
Learning graph models for retrosynthesis prediction
A. Krause, C.W. Coley, R. Barzilay, V.R. Somnath, C. BunneNeurIPS 2020. DOI: 10.48550/arxiv.2006.07038.
Photocatalytic Umpolung of N- and O-substituted alkenes for the synthesis of 1,2-amino alcohols and diols