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Characterizing metastable states with the help of machine learning

Characterizing metastable states with the help of machine learning

15 April 2022
P. Novelli
L. Bonati
Massimiliano Pontil
Michele Parrinello
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Papers citing "Characterizing metastable states with the help of machine learning"

3 / 3 papers shown
Title
Machine Learning of Slow Collective Variables and Enhanced Sampling via Spatial Techniques
Machine Learning of Slow Collective Variables and Enhanced Sampling via Spatial Techniques
Tuğçe Gökdemir
Jakub Rydzewski
36
1
0
31 Dec 2024
Spectral Map for Slow Collective Variables, Markovian Dynamics, and
  Transition State Ensembles
Spectral Map for Slow Collective Variables, Markovian Dynamics, and Transition State Ensembles
Jakub Rydzewski
34
2
0
10 Sep 2024
Learning invariant representations of time-homogeneous stochastic
  dynamical systems
Learning invariant representations of time-homogeneous stochastic dynamical systems
Vladimir Kostic
P. Novelli
Riccardo Grazzi
Karim Lounici
Massimiliano Pontil
32
7
0
19 Jul 2023
1