Publications

Publications

PhD, Master and Bachelor Theses

A complete list of our PhD, Master and Bachelor Theses from 2005 until today

Previous Publications

A complete list of previous publications of the Reuter group from 1996 to 2020

Current publications of the Theory Department

2024
Türk, H., X.Q. Tran, P. König, A. Hammud, V. Vibhu, F. Schmidt, D. Berger, S. Selve, V. Roddatis, D. Abou-Ras, F. Girgsdies, Y.-T. Chan, T. Götsch, H. Ali, I.C. Vinke, L.G.J.(B. de Haart, M. Lehmann, A. Knop-Gericke, K. Reuter, R.-A. Eichel, C. Scheurer and T. Lunkenbein: Boon and Bane of Local Solid State Chemistry on the Performance of LSM-Based Solid Oxide Electrolysis Cells. Advanced Energy Materials 2405599 (2024).
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Dudzinski, A., E. Diesen, K. Reuter and V.J. Bukas: Oxygen Adsorption at the Electrochemical Metal/Water Interface: Au(111) vs Pt(111). The Journal of Physical Chemistry C 128 (49), 20886–20894 (2024).
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Li, Z., E. Öztuna, K. Skorupska, O. Vinogradova, A. Jamshaid, A. Steigert, C. Rohner, M. Dimitrakopoulou, M. Prieto, C. Kunkel, M. Stredansky, P. Kube, M. Götte, A. Dudzinski, F. Girgsdies, S. Wrabetz, W. Frandsen, R. Blume, P. Zeller, M. Muske, D. Delgado Muñoz, S. Jiang, F. Schmidt, T. Köchler, M. Arztmann, A. Efimenko, J. Frisch, T. Kokumai, R. Garcia-Diez, M. Bär, A. Hammud, J. Kröhnert, A. Trunschke, C. Scheurer, T. Schmidt, T. Lunkenbein, D. Amkreutz, H. Kuhlenbeck, V.J. Bukas, A. Knop-Gericke, R. Schlatmann, K. Reuter, B. Roldan Cuenya and R. Schlögl: Rationally Designed Laterally-Condensed-Catalysts Deliver Robust Activity and Selectivity for Ethylene Production in Acetylene Hydrogenation. Nature Communications 15, 10660 (2024).
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Oschinski, H., S. Beinlich, K. Reuter and N. Hörmann: On the pH-Dependence of the Hupd Peak of Pt-Group Nanoparticles. Journal of the Electrochemical Society 171 (12), 126501 (2024).
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Stier, S.P., C. Kreisbeck, H. Ihssen, M.A. Popp, J. Hauch, K. Malek, M. Reynaud, T.P.M. Goumans, J. Carlsson, I. Todorov, L. Gold, A. Räder, W. Wenzel, S.T. Bandesha, P. Jacques, F. Garcia-Moreno, O. Arcelus, P. Friederich, S. Clark, M. Maglione, A. Laukkanen, I.E. Castelli, J. Carrasco, M.C. Cabanas, H.S. Stein, O. Ozcan, D. Elbert, K. Reuter, C. Scheurer, M. Demura, S.S. Han, T. Vegge, S. Nakamae, M. Fabrizio and M. Kozdras: Materials Acceleration Platforms (MAPs): Accelerating Materials Research and Development to Meet Urgent Societal Challenges. Advanced Materials 36 (45), 2407791 (2024).
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Dogan, D., B. Hecker, X. Hou, I. Dessel, A. Müller, G. Wasserschaff, S.S. Köcher, V. Karyofylli, H. Kungl, H. Tempel and R.-A. Eichel: A Well-Advanced High-Throughput Test System for Electrocatalytic Screening Applications Under Industrial Relevant Conditions - A Perspective to Accelerate Electrolysis Research and Development. Electrochemical Science Advances e202400015 (2024).
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Huang, K., H. Wan, Z. Gong, J. Liu, M. Yan, J. Wu, C. Cui, G. Ye, K. Reuter and H. Fei: Cobalt Single Atom-Catalyzed Formation of LiOH in Li-O2 Batteries via the Direct 4-Electron Oxygen Reduction Pathway. CCS Chemistry 6 (10), 2502–2514 (2024).
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Wang, Y., Y.-T. Chan, T. Oshima, V. Duppel, S. Bette, K. Küster, A. Gouder, C. Scheurer and B.V. Lotsch: Decoupling of Light and Dark Reactions in a 2D Niobium Tungstate for Light-Induced Charge Storage and On-Demand Hydrogen Evolution. Journal of the American Chemical Society 146 (37), 25467–25476 (2024).
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Bashiri, N., G. Brösigke, E. Gioria, J. Schmidt, M. Konrad, R.L. Oliveira, M. Geske, F. Rosowski, S. Matera, R. Schomäcker, A. Thomas and J.-U. Repke: Core-Shell catalyst particles for tandem catalysis: An experimental/numerical approach towards optimal design. Chemical Engineering Journal 495, 153080 (2024).
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Keller, E., J. Morgenstein, K. Reuter and J. Margraf: Small basis set density functional theory method for cost-efficient, large-scale condensed matter simulations. The Journal of Chemical Physics 161 (7), 074104 (2024).
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Yu, D., W. Xu, C. Yuan, Z. Yuan and X. Li: Lead-Based Flow Battery Based on New Pb-Based Anolyte Chemistry. Industrial and Engineering Chemistry Research 63 (26), 11485–11495 (2024).
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Cui, M., K. Reuter and J. Margraf: Obtaining Robust Density Functional Tight-Binding Parameters for Solids across the Periodic Table. Journal of Chemical Theory and Computation 20 (12), 5276–5290 (2024).
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Heenen, H., H.S. Pillai, K. Reuter and V.J. Bukas: Exploring mesoscopic mass transport effects on electrocatalytic selectivity. Nature Catalysis, in press.
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Kunkel, C., F. Rüther, F. Felsen, C.W.P. Pare, A. Terzi, R. Baumgarten, E. Gioria, R.N. d’Alnoncourt, C. Scheurer, F. Rosowski and K. Reuter: Systematic Exploration of a Multi-Promoter Catalyst Composition Space with Limited Experiments: Non-Oxidative Propane Dehydrogenation to Propylene. ACS Catalysis 14 (11), 9008–9017 (2024).
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Masliuk, L., K. Nam, M.W. Terban, Y. Lee, P. Kube, D. Delgado Muñoz, F. Girgsdies, K. Reuter, R. Schlögl, A. Trunschke, C. Scheurer, M. Zobel and T. Lunkenbein: Linking Bulk and Surface Structures in Complex Mixed Oxides. ACS Catalysis 14 (11), 9018–9033 (2024).
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Oschinski, H., N. Hörmann and K. Reuter: Constant potential energetics of metallic and semiconducting electrodes: A benchmark study on 2D materials. The Journal of Chemical Physics 160 (23), 214706 (2024).
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Rein, V., H. Gao, H. Heenen, W. Sghaier, A.C. Manikas, C. Tsakonas, M. Saedi, J. Margraf, C. Galiotis, G. Renaud, O.V. Konovalov, I.M.N. Groot, K. Reuter and M. Jankowski: Operando Characterization and Molecular Simulations Reveal the Growth Kinetics of Graphene on Liquid Copper During Chemical Vapor Deposition. ACS Nano 18 (19), 12503–12511 (2024).
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Valenzuela Reina, J., F. Civaia, A.F. Harper, C. Scheurer and S.S. Köcher: The EFG Rosetta Stone: Translating between DFT calculations and solid state NMR experiments. Faraday Discussions, in press.
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Lai, K.C., D.-J. Liu, W. Huang, Y. Han and J.W. Evans: Thermal Shape Stability of fcc Metal Nanocrystals Synthesized with Faceted Nonequilibrium Shapes. The Journal of Physical Chemistry C 128 (17), 7026–7040 (2024).
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Greten, L., R. Salzwedel, T. Göde, D. Greten, S. Reich, S. Hughes, M. Selig and A. Knorr: Strong Coupling of Two-Dimensional Excitons and Plasmonic Photonic Crystals: Microscopic Theory Reveals Triplet Spectra. ACS Photonics 11 (4), 1396–1411 (2024).
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Vijay, S., H. Heenen, A.R. Singh, K. Chan and J. Voss: Number of sites-based solver for determining coverages from steady-state mean-field micro-kinetic models. Journal of Computational Chemistry 45 (9), 546–551 (2024).
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Hörmann, N., S. Beinlich and K. Reuter: Converging Divergent Paths: Constant Charge vs Constant Potential Energetics in Computational Electrochemistry. The Journal of Physical Chemistry C 128 (13), 5524–5531 (2024).
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Harper, A.F., K. Iwanowski, W.C. Witt, M.C. Payne and M. Simoncelli: Vibrational and thermal properties of amorphous alumina from first principles. Physical Review Materials 8 (4), 043601 (2024).
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Yan, L., R. Ku, J.-G. Si, P.-F. Liu, H. Gao, L. Zhou and B.-T. Wang: Electron-phonon driven charge density wave and superconductivity in a 1T-TaSi2N4 monolayer. Physical Review B 109 (13), 134502 (2024).
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Demir, S., A. Tekin, Y.-T. Chan, C. Scheurer, K. Reuter, A.C. Luntz and J. Voss: Factors Affecting the Electron Conductivity in Single Crystal Li7La3Zr2O12 and Li7P3S11. ACS Applied Energy Materials 7 (6), 2392–2404 (2024).
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Xu, W., E. Diesen, T. He, K. Reuter and J. Margraf: Discovering High Entropy Alloy Electrocatalysts in Vast Composition Spaces with Multiobjective Optimization. Journal of the American Chemical Society 146 (11), 7698–7707 (2024).
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Hu, X., K.S. Amin, M. Schneider, C. Lim, D. Salahub and C. Baldauf: System-Specific Parameter Optimization for Nonpolarizable and Polarizable Force Fields. Journal of Chemical Theory and Computation 20 (3), 1448–1464 (2024).
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Weiss, T., A. Baklanov, G.S. Michelitsch, K. Reuter, M. Schwarz, M. Garnica and W. Auwärter: Adsorption, Single-Molecule Manipulation, and Self-Assembly of Borazine on Ag(111). Advanced Materials Interfaces 11 (4), 2300774 (2024).
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Sandoval Diaz, L., D. Cruz, M. Vuijk, G. Ducci, M. Hävecker, W. Jiang, M. Plodinec, A. Hammud, D. Ivanov, T. Götsch, K. Reuter, R. Schlögl, C. Scheurer, A. Knop-Gericke and T. Lunkenbein: Metastable nickel-oxygen species modulate rate oscillations during dry reforming of methane. Nature Catalysis 7, 161–171 (2024).
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Hermann, K.: Nanoparticles with cubic symmetry: classification of polyhedral shapes. Journal of Physics: Condensed Matter 36 (4), 045303 (2024).
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Grigorev, P., L. Frérot, F. Birks, A. Gola, J. Golebiowski, J. Grießer, J.L. Hörmann, A. Klemenz, G. Moras, W.G. Nöhring, J.A. Oldenstaedt, P. Patel, T. Reichenbach, L. Shenoy, M. Walter, S. Wengert, J.R. Kermode and L. Pastewka: matscipy: materials science at the atomic scale with Python. The Journal of Open Source Software (JOSS) 9 (93), 5668 (2024).
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2023
Bergmann, N., N. Hörmann and K. Reuter: Ab Initio-Based Modeling of Thermodynamic Cyclic Voltammograms: A Benchmark Study on Ag(100) in Bromide Solutions. Journal of Chemical Theory and Computation 19 (23), 8815–8825 (2023).
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Beinlich, S., G. Kastlunger, K. Reuter and N. Hörmann: Controlled Electrochemical Barrier Calculations without Potential Control. Journal of Chemical Theory and Computation 19 (22), 8323–8331 (2023).
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Eggert, T., N. Hörmann and K. Reuter: Cavity formation at metal-water interfaces. The Journal of Chemical Physics 159 (19), 194702 (2023).
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Vinogradova, O.V., K. Reuter and V.J. Bukas: Trends of Pd3Au(111) Alloy Surface Segregation in Oxygen, Carbon, and Nitrogen Environments. The Journal of Physical Chemistry C 127 (45), 22060–22066 (2023).
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Lai, K.C., C.T. Campbell and J.W. Evans: Size-dependent diffusion of supported metal nanoclusters: mean-field-type treatments and beyond for faceted clusters. Nanoscale Horizons 8 (11), 1556–1567 (2023).
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Zhang, D., H. Li, H. Lu, Z. Yin, Z. Fusco, A. Riaz, K. Reuter, K. Catchpole and S. Karuturi: Unlocking the performance of ternary metal (hydro)oxide amorphous catalysts via data-driven active-site engineering. Energy & Environmental Science 16 (11), 5065–5075 (2023).
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Stocker, S., H. Jung, G. Csányi, C.F. Goldsmith, K. Reuter and J. Margraf: Estimating Free Energy Barriers for Heterogeneous Catalytic Reactions with Machine Learning Potentials and Umbrella Integration. Journal of Chemical Theory and Computation 19 (19), 6796–6804 (2023).
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Gelžinytė, E., S. Wengert, T.K. Stenczel, H. Heenen, K. Reuter, G. Csányi and N. Bernstein: wfl Python toolkit for creating machine learning interatomic potentials and related atomistic simulation workflows. The Journal of Chemical Physics 159 (12), 124801 (2023).
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Dudzinski, A., E. Diesen, H. Heenen, V.J. Bukas and K. Reuter: First Step of the Oxygen Reduction Reaction on Au(111): A Computational Study of O2 Adsorption at the Electrified Metal/Water Interface. ACS Catalysis 13 (18), 12074–12081 (2023).
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Dortaj, S. and S. Matera: Efficient global sensitivity analysis of kinetic Monte Carlo simulations using Cramérs-von Mises distance. The Journal of Chemical Physics 159 (9), 094110 (2023).
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Dupuy, R., J. Filser, C. Richter, R. Seidel, F. Trinter, T. Buttersack, C. Nicolas, J. Bozek, U. Hergenhahn, H. Oberhofer, B. Winter, K. Reuter and H. Bluhm: Correction: Photoelectron angular distributions as sensitive probes of surfactant layer structure at the liquid-vapor interface. Physical Chemistry Chemical Physics 25 (33), 22538–22538 (2023).
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Lee, Y., J. Timmermann, C. Panosetti, C. Scheurer and K. Reuter: Staged Training of Machine-Learning Potentials from Small to Large Surface Unit Cells: Efficient Global Structure Determination of the RuO2(100)-c(2 × 2) Reconstruction and (410) Vicinal. The Journal of Physical Chemistry C 127 (35), 17599–17608 (2023).
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Lin, Q., H. Lan, C. Ma, R.T. Stendall, K. Shankland, R.A. Musgrave, P.N. Horton, C. Baldauf, H.-J. Hofmann, C.P. Butts, M.M. Müller and A.J.A. Cobb: Crystal Structure and NMR of an α,δ-Peptide Foldamer Helix Shows Side-Chains are Well Placed for Bifunctional Catalysis: Application as a Minimalist Aldolase Mimic. Angewandte Chemie International Edition 62 (36), e202305326 (2023).
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Liu, S., S. Vijay, M. Xu, A. Cao, H. Prats, G. Kastlunger, H. Heenen and N. Govindarajan: Solvation of furfural at metal-water interfaces: Implications for aqueous phase hydrogenation reactions. The Journal of Chemical Physics 159 (8), 084702 (2023).
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Yoo, S.-H., L.S. Aota, S. Shin, A.A. El-Zoka, P.W. Kang, Y. Lee, H. Lee, S.-H. Kim and B. Gault: Dopant Evolution in Electrocatalysts after Hydrogen Oxidation Reaction in an Alkaline Environment. ACS Energy Letters 8 (8), 3381–3386 (2023).
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Vondrák, M., K. Reuter and J. Margraf: q-pac: A Python package for machine learned charge equilibration models. The Journal of Chemical Physics 159 (5), 054109 (2023).
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Lai, K.C., S. Matera, C. Scheurer and K. Reuter: A fuzzy classification framework to identify equivalent atoms in complex materials and molecules. The Journal of Chemical Physics 159 (2), 024129 (2023).
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Jung, H., L. Sauerland, S. Stocker, K. Reuter and J. Margraf: Machine-learning driven global optimization of surface adsorbate geometries. npj Computational Materials 9, 114 (2023).
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Margraf, J.: Science-Driven Atomistic Machine Learning. Angewandte Chemie International Edition 62 (26), e202219170 (2023).
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Ghan, S., E. Diesen, C. Kunkel, K. Reuter and H. Oberhofer: Interpreting ultrafast electron transfer on surfaces with a converged first-principles Newns–Anderson chemisorption function. The Journal of Chemical Physics 158 (23), 234103 (2023).
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Zheng, Y., A.S. Petersen, H. Wan, R. Hübner, J. Zhang, J. Wang, H. Qi, Y. Ye, C. Liang, J. Yang, Z. Cui, Y. Meng, Z. Zheng, J. Rossmeisl and W. Liu: Scalable and Controllable Synthesis of Pt-Ni Bunched-Nanocages Aerogels as Efficient Electrocatalysts for Oxygen Reduction Reaction. Advanced Energy Materials 13 (20), 2204257 (2023).
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Chen, K., C. Kunkel, B. Cheng, K. Reuter and J. Margraf: Physics-inspired machine learning of localized intensive properties. Chemical Science 14 (18), 4913–4922 (2023).
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Dupuy, R., J. Filser, C. Richter, T. Buttersack, F. Trinter, S. Gholami, R. Seidel, C. Nicolas, J. Bozek, D. Egger, H. Oberhofer, S. Thürmer, U. Hergenhahn, K. Reuter, B. Winter and H. Bluhm: Ångstrom-Depth Resolution with Chemical Specificity at the Liquid-Vapor Interface. Physical Review Letters 130 (15), 156901 (2023).
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Mairegger, T., H. Li, C. Grießer, D. Winkler, J. Filser, N. Hörmann, K. Reuter and J. Kunze-Liebhäuser: Electroreduction of CO2 in a Non-aqueous Electrolyte-The Generic Role of Acetonitrile. ACS Catalysis 13 (9), 5780–5786 (2023).
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Kastlunger, G., H. Heenen and N. Govindarajan: Combining First-Principles Kinetics and Experimental Data to Establish Guidelines for Product Selectivity in Electrochemical CO2 Reduction. ACS Catalysis 13 (7), 5062–5072 (2023).
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Lai, K.C., D.-J. Liu and J.W. Evans: Nucleation-mediated reshaping of facetted metallic nanocrystals: Breakdown of the classical free energy picture. The Journal of Chemical Physics 158 (10), 104102 (2023).
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Huss, T. and I.M. Dixon: Electronic Structure and Geometry of the Lowest 2LMCT State of Fe(III) Potential Fluorescent Emitters. Inorganic Chemistry 62 (10), 4284–4290 (2023).
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Anníes, S., C. Scheurer and C. Panosetti: The intrinsic electrostatic dielectric behaviour of graphite anodes in Li-ion batteries-Across the entire functional range of charge. Electrochimica Acta 444, 141966 (2023).
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Petersen, A.S., K.D. Jensen, H. Wan, A. Bagger, I. Chorkendorff, I.E.L. Stephens, J. Rossmeisl and M. Escudero-Escribano: Modeling Anion Poisoning during Oxygen Reduction on Pt Near-Surface Alloys. ACS Catalysis 13 (4), 2735–2743 (2023).
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Margraf, J., H. Jung, C. Scheurer and K. Reuter: Exploring catalytic reaction networks with machine learning. Nature Catalysis 6 (2), 112–121 (2023).
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2022
Schreck, S., E. Diesen, M. Dell’Angela, C. Liu, M. Weston, F. Capotondi, H. Ogasawara, J. LaRue, R. Costantini, M. Beye, P.S. Miedema, J.H. Stenlid, J. Gladh, B. Liu, H.-Y. Wang, F. Perakis, F. Cavalca, S. Koroidov, P. Amann, E. Pedersoli, D. Naumenko, I. Nikolov, L. Raimondi, F. Abild-Pedersen, T.F. Heinz, J. Voss, A.C. Luntz and A. Nilsson: Atom-Specific Probing of Electron Dynamics in an Atomic Adsorbate by Time-Resolved X-Ray Spectroscopy. Physical Review Letters 129 (27), 276001 (2022).
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Gao, H., V. Belova, F. La Porta, J.S. Cingolani, M. Andersen, M. Saedi, O.V. Konovalov, M. Jankowski, H. Heenen, I.M.N. Groot, G. Renaud and K. Reuter: Graphene at Liquid Copper Catalysts: Atomic-Scale Agreement of Experimental and First-Principles Adsorption Height. Advanced Science 9 (36), 2204684 (2022).
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Kube, P., J. Dong, N. Sánchez Bastardo, H. Ruland, R. Schlögl, J. Margraf, K. Reuter and A. Trunschke: Green synthesis of propylene oxide directly from propane. Nature Communications 13, 7504 (2022).
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Li, M., M. Tang, H. Dai, T. He and Z. Wang: A binder-free, well-integrated metal–organic frameworks@polypyrrole nanofilm electrocatalyst for highly efficient and selective reduction of carbon dioxide. Materials Today Energy 30, 101140 (2022).
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Peng, J., D. Schwalbe-Koda, K. Akkiraju, T. Xie, L. Giordano, Y. Yu, C.J. Eom, J.R. Lunger, D.J. Zheng, R.R. Rao, S. Muy, J.C. Grossman, K. Reuter, R. Gómez-Bombarelli and Y. Shao-Horn: Human- and machine-centred designs of molecules and materials for sustainability and decarbonization. Nature Reviews Materials 7 (12), 991–1009 (2022).
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Chakraborty, A., T. Brumme, S. Schmahl, H. Weiske, C. Baldauf and K.R. Asmis: Impact of anion polarizability on ion pairing in microhydrated salt clusters. Chemical Science 13 (44), 13187–13200 (2022).
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Türk, H., E. Landini, C. Kunkel, J. Margraf and K. Reuter: Assessing Deep Generative Models in Chemical Composition Space. Chemistry of Materials 34 (21), 9455–9467 (2022).
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Stocker, S., J. Gasteiger, F. Becker, S. Günnemann and J. Margraf: How robust are modern graph neural network potentials in long and hot molecular dynamics simulations? Machine Learning: Science and Technology 3 (4), 045010 (2022).
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Brösigke, G., J.-U. Repke, R. Schomäcker and S. Matera: The closer the better? Theoretical assessment of the impact of catalytic site separation for bifunctional core-shell catalyst particles. Chemical Engineering Journal 446 (1), 136891 (2022).
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Türk, H., T. Götsch, F. Schmidt, A. Hammud, D. Ivanov, (B.de H. J. L. G., I.C. Vinke, R.-A. Eichel, R. Schlögl, K. Reuter, A. Knop-Gericke, T. Lunkenbein and C. Scheurer: Sr Surface Enrichment in Solid Oxide Cells – Approaching the Limits of EDX Analysis by Multivariate Statistical Analysis and Simulations. ChemCatChem 14 (19), e202200300 (2022).
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Wan, H., A. Bagger and J. Rossmeisl: Limitations of Electrochemical Nitrogen Oxidation toward Nitrate. The Journal of Physical Chemistry Letters 13 (38), 8928–8934 (2022).
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Heenen, H., H. Shin, G. Kastlunger, S. Overa, J.A. Gauthier, F. Jiao and K. Chan: The mechanism for acetate formation in electrochemical CO(2) reduction on Cu: selectivity with potential, pH, and nanostructuring. Energy & Environmental Science 15 (9), 3978–3990 (2022).
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Staacke, C., T. Huss, J. Margraf, K. Reuter and C. Scheurer: Tackling Structural Complexity in Li2 S-P2S5 Solid-State Electrolytes Using Machine Learning Potentials. Nanomaterials 12 (17), 2950 (2022).
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Boix, V., W. Xu, G. D’Acunto, J. Stubbe, T. Gallo, M.D. Strømsheim, S. Zhu, M. Scardamaglia, A. Shavorskiy, K. Reuter, M. Andersen and J. Knudsen: Graphene as an Adsorption Template for Studying Double Bond Activation in Catalysis. The Journal of Physical Chemistry C 126 (33), 14116–14124 (2022).
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Stegmaier, S., K. Reuter and C. Scheurer: Exploiting Nanoscale Complexion in LATP Solid-State Electrolyte via Interfacial Mg2+ Doping. Nanomaterials 12 (17), 2912 (2022).
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Li, H. and K. Reuter: Ab Initio Thermodynamic Stability of Carbide Catalysts under Electrochemical Conditions. ACS Catalysis 12 (16), 10506–10513 (2022).
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Shadravan, V., A. Cao, V.J. Bukas, M.K. Grønborg, C.D. Damsgaard, Z. Wang, J. Kibsgaard, J.K. Nørskov and I. Chorkendorff: Enhanced promotion of Ru-based ammonia catalysts by in situ dosing of Cs. Energy & Environmental Science 15 (8), 3310–3320 (2022).
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Xu, W., K. Reuter and M. Andersen: Predicting binding motifs of complex adsorbates using machine learning with a physics-inspired graph representation. Nature Computational Science 2 (7), 443–450 (2022).
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Wengert, S., G. Csányi, K. Reuter and J. Margraf: A Hybrid Machine Learning Approach for Structure Stability Prediction in Molecular Co-crystal Screenings. Journal of Chemical Theory and Computation 18 (7), 4586–4593 (2022).
MPG.PuRe
DOI
publisher-version
Mei, J., J. Shang, T. He, D. Qi, L. Kou, T. Liao, A. Du and Z. Sun: 2D/2D Black Phosphorus/Nickel Hydroxide Heterostructures for Promoting Oxygen Evolution via Electronic Structure Modulation and Surface Reconstruction. Advanced Energy Materials 12 (25), 2201141 (2022).
MPG.PuRe
DOI
publisher-version
Deimel, M., H. Prats, M. Seibt, K. Reuter and M. Andersen: Selectivity Trends and Role of Adsorbate-Adsorbate Interactions in CO Hydrogenation on Rhodium Catalysts. ACS Catalysis 12 (13), 7907–7917 (2022).
MPG.PuRe
DOI
pre-print
He, T. and K.S. Exner: Computational electrochemistry focusing on nanostructured catalysts: challenges and opportunities. Materials Today Energy 28, 101083 (2022).
MPG.PuRe
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Ringe, S., N. Hörmann, H. Oberhofer and K. Reuter: Implicit Solvation Methods for Catalysis at Electrified Interfaces. Chemical Reviews 122 (12), 10777–10820 (2022).
MPG.PuRe
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publisher-version
He, T., A.R. Puente-Santiago, S. Xia, M.A. Ahsan, G. Xu and R. Luque: Experimental and Theoretical Advances on Single Atom and Atomic Cluster-Decorated Low-Dimensional Platforms towards Superior Electrocatalysts. Advanced Energy Materials 12 (22), 2200493 (2022).
MPG.PuRe
DOI
publisher-version
Hu, X., M.-O. Lenz and C. Baldauf: Better force fields start with better data: A data set of cation dipeptide interactions. Scientific Data 9, 327 (2022).
MPG.PuRe
DOI
publisher-version
Kelly, S.R., H. Heenen, N. Govindarajan, K. Chan and J.K. Nørskov: OH Binding Energy as a Universal Descriptor of the Potential of Zero Charge on Transition Metal Surfaces br. The Journal of Physical Chemistry C 126 (12), 5521–5528 (2022).
MPG.PuRe
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Beinlich, S., N. Hörmann and K. Reuter: Field Effects at Protruding Defect Sites in Electrocatalysis at Metal Electrodes? ACS Catalysis 12 (10), 6143–6148 (2022).
MPG.PuRe
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publisher-version
Bauer, M.N., M.I.J. Probert and C. Panosetti: Systematic Comparison of Genetic Algorithm and Basin Hopping Approaches to the Global Optimization of Si(111) Surface Reconstructions. The Journal of Physical Chemistry A 126 (19), 3043–3056 (2022).
MPG.PuRe
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publisher-version
Lee, Y., C. Scheurer and K. Reuter: Epitaxial Core-Shell Oxide Nanoparticles: First-Principles Evidence for Increased Activity and Stability of Rutile Catalysts for Acidic Oxygen Evolution. ChemSusChem 15 (10), e202200015 (2022).
MPG.PuRe
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publisher-version
Chen, K., C. Kunkel, K. Reuter and J. Margraf: Reorganization energies of flexible organic molecules as a challenging target for machine learning enhanced virtual screening. Digital Discovery 1 (2), 147–157 (2022).
MPG.PuRe
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publisher-version
Felsen, F., K. Reuter and C. Scheurer: A model-free sparse approximation approach to robust formal reaction kinetics. Chemical Engineering Journal 433 (1), 134121 (2022).
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publisher-version
Khare, R., R. Weindl, A. Jentys, K. Reuter, H. Shi and J.A. Lercher: Di- and Tetrameric Molybdenum Sulfide Clusters Activate and Stabilize Dihydrogen as Hydrides. JACS Au 2 (3), 613–622 (2022).
MPG.PuRe
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publisher-version
He, T., A.R.P. Santiago, Y. Kong, M.A. Ahsan, R. Luque, A. Du and H. Pan: Atomically Dispersed Heteronuclear Dual-Atom Catalysts: A New Rising Star in Atomic Catalysis. Small 18 (12), 2106091 (2022).
MPG.PuRe
DOI
publisher-version
Staacke, C., S. Wengert, C. Kunkel, G. Csányi, K. Reuter and J. Margraf: Kernel charge equilibration: efficient and accurate prediction of molecular dipole moments with a machine-learning enhanced electron density model. Machine Learning: Science and Technology 3 (1), 015032 (2022).
MPG.PuRe
DOI
publisher-version
Dupuy, R., J. Filser, C. Richter, R. Seidel, F. Trinter, T. Buttersack, C. Nicolas, J. Bozek, U. Hergenhahn, H. Oberhofer, B. Winter, K. Reuter and H. Bluhm: Photoelectron angular distributions as sensitive probes of surfactant layer structure at the liquid-vapor interface. Physical Chemistry Chemical Physics 24 (8), 4796–4808 (2022).
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DOI
publisher-version
Margraf, J., Z.W. Ulissi, Y. Jung and K. Reuter: Heterogeneous Catalysis in Grammar School. The Journal of Physical Chemistry C 126 (6), 2931–2936 (2022).
MPG.PuRe
DOI
publisher-version
Ahsan, M.A., T. He, J.C. Noveron, K. Reuter, A.R. Puente-Santiago and R. Luque: Low-dimensional heterostructures for advanced electrocatalysis: an experimental and computational perspective. Chemical Society Reviews 51 (3), 812–828 (2022).
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Levin, N., J. Margraf, J. Lengyel, K. Reuter, M. Tschurl and U. Heiz: CO2-Activation by size-selected tantalum cluster cations (Ta1–16+): thermalization governing reaction selectivity. Physical Chemistry Chemical Physics 24 (4), 2623–2629 (2022).
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