Andreas Mardt | DeepAI

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Featured Co-authors

Hao Wu
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Steven L. Brunton
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Frank Noé
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Stefan Klus
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Brooke E. Husic
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Moritz Hoffmann
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Nathan Kutz
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Brian de Silva
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Luca Pasquali
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Martin Scherer
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Tim Hempel
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research

∙ 10/28/2021

Deeptime: a Python library for machine learning dynamical models from time series data

Generation and analysis of time-series data is relevant to many quantita...

324 Moritz Hoffmann, et al. ∙

research

∙ 05/19/2018

Deep Generative Markov State Models

We propose a deep generative Markov State Model (DeepGenMSM) learning fr...

0 Hao Wu, et al. ∙

research

∙ 10/16/2017

VAMPnets: Deep learning of molecular kinetics

Here we develop a deep learning framework for molecular kinetics from mo...

0 Andreas Mardt, et al. ∙