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19922026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

Showing 2022 · physics.chem-phShow all

8 papers · 2 filters

physics.chem-ph2022★ 10 cited

Ab initio study of water dissociation on a charged Pd(111) surface

Karen Fidanyan, Guoyuan Liu, Mariana Rossi

Interactions between molecules and electrode surfaces play a key role in electrochemical processes and are a subject of extensive research, both experimental and theoretical. In th…

physics.chem-ph2022★ 16 cited

First-Principles Simulations of Tip Enhanced Raman Scattering Reveal Active Role of Substrate on High-Resolution Images

Y. Litman, F. P. Bonafé, A. Akkoush +2

Tip-enhanced Raman scattering (TERS) has emerged as a powerful tool to obtain subnanometer spatial resolution fingerprints of atomic motion. Theoretical calculations that can simul…

physics.chem-ph2022★ 11 cited

Ångstrom depth resolution with chemical specificity at the liquid-vapor interface

R. Dupuy, J. Filser, C. Richter +13

The determination of depth profiles across interfaces is of primary importance in many scientific and technological areas. Photoemission spectroscopy is in principle well suited fo…

physics.chem-ph2022★ 5 cited

Hyperradial distribution function of few-body problems: a new arena for extreme value theory

Yu Wang, Marjan Mirahmadi, Ahmed A. Elkamshishy +1

This work explores classical capture models for few-body systems via a Monte Carlo method in hyperspherical coordinates. In particular, we focus on van der Waals and charged-induce…

physics.chem-ph2022★ 14 cited

Specific versus Nonspecific Solvent Interactions of a Biomolecule in Water

Lanhai He, Lukáš Tomaník, Sebastian Malerz +6

Solvent interactions, particularly hydration, are vital in chemical and biochemical systems. Model systems unveil microscopic details of such interactions. We uncover a specific hy…

physics.chem-ph2022★ 26 cited

Selectivity Trends and Role of Adsorbate-Adsorbate Interactions in CO Hydrogenation on Rhodium Catalysts

Martin Deimel, Hector Prats, Michael Seibt +2

Predictive-quality computational modeling of heterogeneously catalyzed reactions has emerged as an important tool for the analysis and assessment of activity and activity trends. I…

physics.chem-ph2022★ 23 cited

Photoelectron circular dichroism in angle-resolved photoemission from liquid fenchone

Marvin Pohl, Sebastian Malerz, Florian Trinter +10

We present an experimental X-ray photoelectron circular dichroism (PECD) study of liquid fenchone at the C 1s edge. A novel setup to enable PECD measurements on a liquid microjet […

physics.chem-ph2022★ 53 cited

Predicting binding motifs of complex adsorbates using machine learning with a physics-inspired graph representation

Wenbin Xu, Karsten Reuter, Mie Andersen

Computational screening in heterogeneous catalysis relies increasingly on machine learning models for predicting key input parameters due to the high cost of computing these direct…