Wei Zhang

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 8

Top Topics

Phase Transition

Diffusion Process

Using Artificial Neural Networks

Top Venues

Multiscale Model. Simul.

J. Comput. Phys.

Publications

Wei Zhang, Tiejun Li, Christof Schütte
Solving eigenvalue PDEs of metastable diffusion processes using artificial neural networks. J. Comput. Phys. 465 (2022)
Upanshu Sharma, Wei Zhang
NonReversible Sampling Schemes on Submanifolds. SIAM J. Numer. Anal. 59 (6) (2021)
Upanshu Sharma, Wei Zhang
Non-reversible sampling schemes on submanifolds. CoRR (2020)
Tony Lelièvre, Gabriel Stoltz, Wei Zhang
Multiple projection MCMC algorithms on submanifolds. CoRR (2020)
Wei Zhang, Stefan Klus, Tim O. F. Conrad, Christof Schütte
Learning Chemical Reaction Networks from Trajectory Data. SIAM J. Appl. Dyn. Syst. 18 (4) (2019)
Tony Lelièvre, Wei Zhang
Pathwise Estimates for Effective Dynamics: The Case of Nonlinear Vectorial Reaction Coordinates. Multiscale Model. Simul. 17 (3) (2019)
Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang
Variational Characterization of Free Energy: Theory and Algorithms. Entropy 19 (11) (2017)
Wei Zhang, Christof Schütte
Reliable Approximation of Long Relaxation Timescales in Molecular Dynamics. Entropy 19 (7) (2017)
Wei Zhang, Han Wang, Carsten Hartmann, Marcus Weber, Christof Schütte
Applications of the Cross-Entropy Method to Importance Sampling and Optimal Control of Diffusions. SIAM J. Sci. Comput. 36 (6) (2014)
Tiejun Li, Pingwen Zhang, Wei Zhang
Nucleation Rate Calculation for the Phase Transition of Diblock Copolymers under Stochastic Cahn-Hilliard Dynamics. Multiscale Model. Simul. 11 (1) (2013)