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Juno Nam
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Linking the neural machine translation and the prediction of organic chemistry reactions
J Nam, J Kim
arXiv preprint arXiv:1612.09529, 2016
1062016
Enhanced Sampling for Free Energy Profiles with Post-Transition-State Bifurcations
J Nam, YJ Jung
Journal of Chemical Theory and Computation 19 (10), 2735-2743, 2023
32023
Learning collective variables for protein folding with labeled data augmentation through geodesic interpolation
S Yang, J Nam, JCB Dietschreit, R Gómez-Bombarelli
arXiv preprint arXiv:2402.01542, 2024
22024
Thermodynamic identities with sunray diagrams
JH Kim, J Nam
European Journal of Physics 42 (3), 035101, 2021
22021
Benchmarking predictions of near-infrared absorption with physics-based and machine learning methods
KP Greenman, RX Wang, J Nam, A Subramanian, J Ruža, JF Joung, ...
Optical Property Prediction and Molecular Discovery through Multi-Fidelity …, 2024
2024
Interpolation and differentiation of alchemical degrees of freedom in machine learning interatomic potentials
J Nam, R Gómez-Bombarelli
arXiv preprint arXiv:2404.10746, 2024
2024
Generative acceleration of molecular dynamics simulations for solid-state electrolytes
J Nam, S Liu, G Winter, R Gomez-Bombarelli
ICML'24 Workshop ML for Life and Material Science: From Theory to Industry …, 0
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