Spectral Map Implementation
Authors/Creators
- 1. Nicolaus Copernicus University
Description
Used in the following publications:
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T. Gökdemir, J. Rydzewski
Machine Learning of Slow Collective Variables and Enhanced Sampling via Spatial Techniques
Chem. Phys. Rev. 6, 011304 (2025)
Special Collection: AI and Machine Learning in Chemical and Materials Science
doi:10.1063/5.0245177 / arXiv:2412.20868 -
J. Rydzewski
Spectral Map for Slow Collective Variables, Markovian Dynamics, and Transition State Ensembles
J. Chem. Theory Comput. 20, 7775 (2024)
Special Issue: Machine Learning and Statistical Mechanics: Shared Synergies for Next Generation of Chemical Theory and Computation
doi:10.1021/acs.jctc.4c00428 / arXiv:2409.06428 -
J. Rydzewski, T. Gökdemir
Learning Markovian Dynamics with Spectral Maps
J. Chem. Phys. 160, 091102 (2024)
doi:10.1063/5.0189241 / arXiv:2311.16411 / Zenodo:10678142 / plumID:24.005 -
J. Rydzewski
Spectral Map: Embedding Slow Kinetics in Collective Variables
J. Phys. Chem. Lett. 14, 5216 (2023)
DOI:10.1021/acs.jpclett.3c01101 / arXiv:2404.01809
Files
plumed-egg.zip
Files
(148.8 MB)
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Additional details
Related works
- Is published in
- Publication: arXiv:2311.16411 (arXiv)
Funding
- National Science Centre
- Statistical Learning of Slow Collective Variables from Atomistic Simulations Sonata 2021/43/D/ST4/00920