Publications
Analyzing multimodal probability measures with autoencoders
The Journal of Physical Chemistry, 2024 (accepted for publication)
Tony Lelièvre, Thomas Pigeon, Gabriel Stoltz, Wei Zhang
PDF
BibTeX
Zhang, Wei
EPR-Net: Constructing non-equilibrium potential landscape via a variational force projection formulation
National Science Review, 2024 (epub ahead of print)
Yue Zhao, Wei Zhang, Tiejun Li
BibTeX
DOI
Zhang, Wei
Understanding recent deep-learning techniques for identifying collective variables of molecular dynamics
Proceedings in Applied Mathematics and Mechanics, 23(4), 2023 (epub ahead of print)
Wei Zhang, Christof Schütte
BibTeX
DOI
Zhang, Wei
Some new results on relative entropy production, time reversal, and optimal control of time-inhomogeneous diffusion processes
Journal of Mathematical Physics, 62(4), 2021
Wei Zhang
BibTeX
arXiv
DOI
Zhang, Wei
Ergodic SDEs on submanifolds and related numerical sampling schemes
ESAIM: Mathematical Modelling and Numerical Analysis, 2019
Wei Zhang
BibTeX
arXiv
Zhang, Wei
Jarzynski's equality, fluctuation theorems, and variance reduction: Mathematical analysis and numerical algorithms
Journal of Statistical Physics, 175(6), pp. 1214-1261, 2019
Carsten Hartmann, Christof Schütte, Wei Zhang
BibTeX
arXiv
DOI
Zhang, Wei
Pathwise estimates for effective dynamics: the case of nonlinear vectorial reaction coordinates
Multiscale Modeling and Simulation, pp. 1019-1051, 2019
Tony Lelièvre, Wei Zhang
BibTeX
arXiv
DOI
Zhang, Wei
Optimal control of Markov jump processes: Asymptotic analysis, algorithms and applications to the modeling of chemical reaction systems
Communications in Mathematical Sciences, pp. 293-331, 2018
Wei Zhang, Carsten Hartmann, Max von Kleist
BibTeX
DOI
Zhang, Wei