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Frank Hu
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OpenMM 8: molecular dynamics simulation with machine learning potentials
P Eastman, R Galvelis, RP Peláez, CRA Abreu, SE Farr, E Gallicchio, ...
The Journal of Physical Chemistry B 128 (1), 109-116, 2023
852023
Treating Semiempirical Hamiltonians as Flexible Machine Learning Models Yields Accurate and Interpretable Results
F Hu, F He, DJ Yaron
Journal of Chemical Theory and Computation 19 (18), 6185-6196, 2023
82023
Adaptive nonequilibrium design of actin-based metamaterials: Fundamental and practical limits of control
S Chennakesavalu, SK Manikandan, F Hu, GM Rotskoff
Proceedings of the National Academy of Sciences 121 (8), e2310238121, 2024
52024
Accurate and efficient structure elucidation from routine one-dimensional NMR spectra using multitask machine learning
F Hu, MS Chen, GM Rotskoff, MW Kanan, TE Markland
ACS Central Science 10 (11), 2162-2170, 2024
32024
Energy Rank Alignment: Using Preference Optimization to Search Chemical Space at Scale
S Chennakesavalu, F Hu, S Ibarraran, GM Rotskoff
arXiv preprint arXiv:2405.12961, 2024
2024
Adaptive nonequilibrium design of actin-based metamaterials: fundamental and practical limits of control
S K Manikandan, S Chennakesavalu, G Rotskoff, F Hu
Bulletin of the American Physical Society, 2024
2024
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