Biochemistry, Genetics and Molecular Biology · Life Sciences
5h-index631citations6works0.02yr avg
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Research Topics
Protein Structure and Dynamics(4), Model Reduction and Neural Networks(4), Machine Learning in Materials Science(4), Gaussian Processes and Bayesian Inference(2), Fuel Cells and Related Materials(1)
Publications6 total
Deep learning Markov and Koopman models with physical constraints
2019· 4 cited
arXiv (Cornell University)·2019· 20 citedOpen Access
Nature Communications·2018· 36 citedOpen Access
arXiv (Cornell University)·2018· 36 citedOpen Access
Deep Generative Markov State Models
Neural Information Processing Systems·2018· 12 cited
Refubium (Universitätsbibliothek der Freien Universität Berlin)·2018· 523 citedOpen Access
Frequent Co-authors
Andreas Mardt(6), Hao Wu(6), Frank Noé(6)