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Automated design of collective variables using supervised machine
  learning

Automated design of collective variables using supervised machine learning

28 February 2018
Mohammad M. Sultan
Vijay S. Pande
ArXivPDFHTML

Papers citing "Automated design of collective variables using supervised machine learning"

4 / 4 papers shown
Title
Transferring Chemical and Energetic Knowledge Between Molecular Systems
  with Machine Learning
Transferring Chemical and Energetic Knowledge Between Molecular Systems with Machine Learning
Sajjad Heydari
S. Raniolo
L. Livi
V. Limongelli
27
2
0
06 May 2022
Collective variable discovery in the age of machine learning: reality,
  hype and everything in between
Collective variable discovery in the age of machine learning: reality, hype and everything in between
S. Bhakat
AI4CE
34
25
0
06 Dec 2021
Chasing Collective Variables using Autoencoders and biased trajectories
Chasing Collective Variables using Autoencoders and biased trajectories
Zineb Belkacemi
P. Gkeka
T. Lelièvre
G. Stoltz
AI4CE
6
60
0
22 Apr 2021
A Perspective on Deep Learning for Molecular Modeling and Simulations
A Perspective on Deep Learning for Molecular Modeling and Simulations
Jun Zhang
Yao-Kun Lei
Zhen Zhang
Junhan Chang
Maodong Li
Xu Han
Lijiang Yang
Yuqing Yang
Y. Gao
AI4CE
37
8
0
25 Apr 2020
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