Bipeng Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Electron Transfer

Machine Learning

Top Venues

The journal of physical chemistry letters

Proceedings of the National Academy of Sciences of the United States of America

ACS applied materials & interfaces

This page only lists publications with an associated author ORCID identifier.

Publications

Sraddha Agrawal, Bipeng Wang, Yifan Wu, David Casanova, Oleg V Prezhdo
Photocatalytic activity of dual defect modified graphitic carbon nitride is robust to tautomerism: machine learning assisted ab initio quantum dynamics. Nanoscale 16 (18) (2024)
Dongyu Liu, Bipeng Wang, Yifan Wu, Andrey S Vasenko, Oleg V Prezhdo
Breaking the size limitation of nonadiabatic molecular dynamics in condensed matter systems with local descriptor machine learning. Proceedings of the National Academy of Sciences of the United States of America 121 (36) (2024)
Sraddha Agrawal, Bipeng Wang, Yifan Wu, David Casanova, Oleg V Prezhdo
Photocatalytic activity of dual defect modified graphitic carbon nitride is robust to tautomerism: machine learning assisted ab initio quantum dynamics. Nanoscale (2024)
Bipeng Wang, Yifan Wu, Dongyu Liu, Andrey S Vasenko, David Casanova, Oleg V Prezhdo
Efficient Modeling of Quantum Dynamics of Charge Carriers in Materials Using Short Nonequilibrium Molecular Dynamics. The journal of physical chemistry letters (2023)
Jingyi Ran, Bipeng Wang, Yifan Wu, Dongyu Liu, Carlos Mora Perez, Andrey S Vasenko, Oleg V Prezhdo
Halide Vacancies Create No Charge Traps on Lead Halide Perovskite Surfaces but Can Generate Deep Traps in the Bulk. The journal of physical chemistry letters (2023)
Bipeng Wang, Ludwig Winkler, Yifan Wu, Klaus-Robert Müller, Huziel E Sauceda, Oleg V Prezhdo
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks. The journal of physical chemistry letters (2023)
Bipeng Wang, WeiBin Chu, Yifan Wu, David Casanova, Wissam A Saidi, Oleg V Prezhdo
Electron-Volt Fluctuation of Defect Levels in Metal Halide Perovskites on a 100 ps Time Scale. The journal of physical chemistry letters 13 (25) (2022)
Bipeng Wang, WeiBin Chu, Oleg V Prezhdo
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Inverse Fast Fourier Transform. The journal of physical chemistry letters 13 (1) (2022)
Yifan Wu, Dongyu Liu, WeiBin Chu, Bipeng Wang, Andrey S Vasenko, Oleg V Prezhdo
Fluctuations at Metal Halide Perovskite Grain Boundaries Create Transient Trap States: Machine Learning Assisted Ab Initio Analysis. ACS applied materials & interfaces 14 (50) (2022)
Wei Bin How, Bipeng Wang, WeiBin Chu, Alexandre Tkatchenko, Oleg V Prezhdo
Significance of the Chemical Environment of an Element in Nonadiabatic Molecular Dynamics: Feature Selection and Dimensionality Reduction with Machine Learning. The journal of physical chemistry letters 12 (50) (2021)
Bipeng Wang, WeiBin Chu, Alexandre Tkatchenko, Oleg V Prezhdo
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Artificial Neural Networks. The journal of physical chemistry letters 12 (26) (2021)