74 citations · 382 across the 17 of their papers we have counts for
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stat.ML2017★ 45 cited
Variational approach for learning Markov processes from time series data
Hao Wu, Frank Noé
Inference, prediction and control of complex dynamical systems from time series is important in many areas, including financial markets, power grid management, climate and weather…
physics.data-an2017★ 69 cited
Markov State Models from short non-Equilibrium Simulations - Analysis and Correction of Estimation Bias
Feliks Nüske, Hao Wu, Jan-Hendrik Prinz +3
Many state of the art methods for the thermodynamic and kinetic characterization of large and complex biomolecular systems by simulation rely on ensemble approaches, where data fro…