Publications
Centroid Molecular Dynamics Can Be Greatly Accelerated through Neural Network Learned Centroid Forces Derived from Path Integral Molecular Dynamics. J. Chem. Theory Comput. 2022 ;18(10):5856–5863.
. Coarse-Graining with Equivariant Neural Networks: A Path Towards Accurate and Data-Efficient Structural Models. J. Phys. Chem. 2023 ;127:10564–10572.
. OpenMSCG: A Software Tool for Multiscale Coarse-graining. J. Phys. Chem. B. 2023 ;127:8537–8550.
. Utilizing Machine Learning to Greatly Expand the Range and Accuracy of Bottom-Up Coarse-Grained Models through Virtual Particles. J. Chem. Theory Comput. 2023 ;19(14):4402–4413.
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