2023
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| Tony Lelièvre, Thomas Pigeon, Gabriel Stoltz, Wei Zhang |
Analyzing multimodal probability measures with autoencoders
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2023 (under review) |
PDF
BibTeX
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| Wei Zhang, Christof Schütte |
Understanding recent deep-learning techniques for identifying collective variables of molecular dynamics
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Proceedings in Applied Mathematics and Mechanics, 2023 (epub ahead of print) |
BibTeX
DOI
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2022
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| Tony Lelievre, Gabriel Stoltz, Wei Zhang |
Multiple projection MCMC algorithms on submanifolds
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IMA Journal of Numerical Analysis, 2022 |
BibTeX
arXiv
DOI
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| Wei Zhang, Tiejun Li, Christof Schütte |
Solving eigenvalue PDEs of metastable diffusion processes using artificial neural networks
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Journal of Computational Physics, Vol.465, 2022 |
BibTeX
arXiv
DOI
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2021
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| Upanshu Sharma, Wei Zhang |
Non-reversible sampling schemes on submanifolds
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SIAM Journal on Numerical Analysis, 59(6), pp. 2989-3031, 2021 |
BibTeX
arXiv
DOI
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Wei Zhang
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Some new results on relative entropy production, time reversal, and optimal control of time-inhomogeneous diffusion processes
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Journal of Mathematical Physics, 62(4), 2021 |
BibTeX
arXiv
DOI
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2019
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Wei Zhang
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Ergodic SDEs on submanifolds and related numerical sampling schemes
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ESAIM: Mathematical Modelling and Numerical Analysis, 2019 |
BibTeX
arXiv
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| Carsten Hartmann, Christof Schütte, Wei Zhang |
Jarzynski's equality, fluctuation theorems, and variance reduction: Mathematical analysis and numerical algorithms
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Journal of Statistical Physics, 175(6), pp. 1214-1261, 2019 |
BibTeX
arXiv
DOI
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| Wei Zhang, Stefan Klus, Tim Conrad, Christof Schütte |
Learning chemical reaction networks from trajectory data
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SIAM Journal on Applied Dynamical Systems (SIADS), 18(4), pp. 2000-2046, 2019 |
BibTeX
arXiv
DOI
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| Tony Lelièvre, Wei Zhang |
Pathwise estimates for effective dynamics: the case of nonlinear vectorial reaction coordinates
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Multiscale Modeling and Simulation, pp. 1019-1051, 2019 |
BibTeX
arXiv
DOI
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2018
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| Wei Zhang, Carsten Hartmann, Max von Kleist |
Optimal control of Markov jump processes: Asymptotic analysis, algorithms and applications to the modeling of chemical reaction systems
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Communications in Mathematical Sciences, pp. 293-331, 2018 |
BibTeX
DOI
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| Max von Kleist, Christof Schütte, Wei Zhang |
Statistical analysis of the first passage path ensemble of jump processes
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Journal of Statistical Physics, Vol.170, pp. 809-843, 2018 |
BibTeX
DOI
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2017
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| Wei Zhang, Christof Schütte |
Reliable approximation of long relaxation timescales in molecular dynamics
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Entropy, 19(7), 2017 (preprint available as ) |
BibTeX
DOI
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| Carsten Hartmann, Lorenz Richter, Christof Schütte, Wei Zhang |
Variational characterization of free energy: theory and algorithms
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Entropy, 19(11), 2017 (preprint available as ZIB-Report 17-52) |
PDF (ZIB-Report)
BibTeX
DOI
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2016
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| Wei Zhang, Carsten Hartmann, Christof Schütte |
Effective dynamics along given reaction coordinates, and reaction rate theory
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Faraday Discussions, pp. 365-394, 2016 (preprint available as ) |
BibTeX
DOI
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zib.de