Hao Wu

Markov models of molecular kinetics: Generation and validation

Jan-Hendrik Prinz, Hao Wu, Marco Sarich et al. · The Journal of Chemical Physics · 2011 · 1.3K citations · Full text

Molecular Dynamics, Engineering, Natural Sciences +14

Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning

Frank Noé, Simon Olsson, Jonas Köhler et al. · Science · 2019 · 706 citations

Engineering, Machine Learning, Equilibrium States +16

VAMPnets for deep learning of molecular kinetics

Andreas Mardt, Luca Pasquali, Hao Wu et al. · Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2018 · 523 citations · Full text

Variational Approach for Learning Markov Processes from Time Series Data

Hao Wu, Frank Noé · Journal of Nonlinear Science · 2019 · 293 citations

Engineering, Machine Learning, Data Science +6

Multiensemble Markov models of molecular thermodynamics and kinetics

Hao Wu, Fabian Paul, Christoph Wehmeyer et al. · Proceedings of the National Academy of Sciences · 2016 · 212 citations · Full text

Engineering, Markov State Models, Computational Chemistry +20