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Recommendations for the article Nonlinear Discovery of Slow Molecular Modes using Hierarchical Dynamics Encoders
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Spectral Maps for Learning Reduced Representations of Molecular Systems | Tuugcce Gokdemir, Jakub Rydzewski | 2023-11-07 | ArXiv | 0 | 1 |
| visibility_off | Capabilities and Limitations of Time-lagged Autoencoders for Slow Mode Discovery in Dynamical Systems | Wei Chen, Hythem Sidky, Andrew L. Ferguson | 2019-06-02 | ArXiv | 31 | 35 |
| visibility_off | Molecular enhanced sampling with autoencoders: On‐the‐fly collective variable discovery and accelerated free energy landscape exploration | Wei Chen, Andrew L. Ferguson | 2017-12-30 | Journal of Computational Chemistry | 168 | 35 |
| visibility_off | Transferable Neural Networks for Enhanced Sampling of Protein Dynamics. | Mohammad M. Sultan, H. Wayment-Steele, V. Pande | 2018-01-02 | Journal of chemical theory and computation | 94 | 103 |
| visibility_off | Spectral Map: Embedding Slow Kinetics in Collective Variables | J. Rydzewski | 2023-06-01 | The Journal of Physical Chemistry Letters | 6 | 9 |
| visibility_off | Accelerated Simulations of Molecular Systems through Learning of their Effective Dynamics | Pantelis R. Vlachas, J. Zavadlav, M. Praprotnik, P. Koumoutsakos | 2021-02-17 | ArXiv | 3 | 77 |
| visibility_off | Accelerated Simulations of Molecular Systems through Learning of Effective Dynamics. | Pantelis R. Vlachas, J. Zavadlav, M. Praprotnik, P. Koumoutsakos | 2021-12-10 | Journal of chemical theory and computation | 28 | 77 |
| visibility_off | Chasing collective variables using temporal data-driven strategies | Haochuan Chen, C. Chipot | 2023-01-06 | QRB Discovery | 9 | 54 |
| visibility_off | Deep learning path-like collective variable for enhanced sampling molecular dynamics. | Thorben Fröhlking, Luigi Bonati, Valerio Rizzi, F. L. Gervasio | 2024-02-02 | The Journal of chemical physics | 3 | 11 |
| visibility_off | Mind reading of the proteins: Deep-learning to forecast molecular dynamics | C. Gupta, J. Cava, Daipayan Sarkar, Eric A. Wilson, J. Vant, Steven Murray, A. Singharoy, S. Karmaker | 2020-07-29 | bioRxiv | 4 | 23 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |