activity
20242026
most citedBenchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces

4 citations · 5 across the 7 of their papers we have counts for

collaborators

7 papers

cond-mat.mtrl-sci2026

An encoded asymmetric ligand for metal-selective topological assembly of two-dimensional metal-organic frameworks

Huimin Qi, Jinkun Guo, Xinyan Wu +12

Two-dimensional metal-organic frameworks (2D MOFs), with diverse topological architectures, provide a powerful platform for exploring unconventional electronic and lattice-dynamica…

physics.chem-ph2026

Mode-Specific Dynamics of Hydrogenation on Copper: The Hidden Role of Molecular Rotation

Junfan Xia, Zhikai Jiang, Yaolong Zhang +3

Catalytic hydrogenation of to formate on copper is a key elementary step for utilization. Previous experimental and theoretical studies suggested an Ele…

cond-mat.mtrl-sci2026

Atomic-scale origin of charge density wave-driven metal-semiconductor transition in an incommensurately modulated metal-organic framework

Ling Zhang, Zeyue Zhang, Liu He +18

The intrinsic incommensurate charge density wave in metal-organic frameworks has remained elusive due to the lack of direct evidence linking atomic-scale structural modulation to m…

physics.chem-ph2025

Real-Time Coupled Electron-Nuclear Dynamics of Chemical Bond Formation: Hydrogen Scattering from a Semiconductor Surface

Jialong Shi, Lingjun Zhu, Florian Nitz +4

A first-principles coupled electron-nuclear dynamics simulation based on real-time, time-dependent density functional theory and Ehrenfest dynamics quantitatively repro-duces bimod…

physics.chem-ph2025

First-Principles Understanding of Vibrational Energy Transfer in Molecule-Surface Scattering: Both Adiabatic and Nonadiabatic Channels Matter

Gang Meng, Bin Jiang

Energy transfer during molecular collisions on metal surfaces plays a pivotal role in a host of critical interfacial processes. Despite significant efforts, our understanding of re…

physics.chem-ph2024★ 4 cited

Benchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces

Wojciech G. Stark, Cas van der Oord, Ilyes Batatia +4

Simulations of chemical reaction probabilities in gas surface dynamics require the calculation of ensemble averages over many tens of thousands of reaction events to predict dynami…

cond-mat.mtrl-sci2024★ 1 cited

First-principles Nonadiabatic Dynamics of Molecules at Metal Surfaces with Vibrationally Coupled Electron Transfer

Gang Meng, James Gardner, Wenjie Dou +2

Accurate description of nonadiabatic dynamics of molecules at metal surfaces involving electron transfer has been a longstanding challenge for theory. Here, we tackle this problem…