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cond-mat.mtrl-sci2024★ 1 cited
Force field optimization by end-to-end differentiable atomistic simulation
Abhijeet S. Gangan, Samuel S. Schoenholz, Ekin Dogus Cubuk +2
The accuracy of atomistic simulations depends on the precision of force fields. Traditional numerical methods often struggle to optimize the empirical force field parameters for re…
cond-mat.soft2024
Inferring interaction potentials from stochastic particle trajectories
Ella M. King, Megan C. Engel, Caroline Martin +5
Accurate interaction potentials between microscopic components such as colloidal particles or cells are crucial to understanding a range of processes, including colloidal crystalli…