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physics.comp-ph2020★ 2 cited
Self-assembling kinetics: Accessing a new design space via differentiable statistical-physics models
Carl P. Goodrich, Ella M. King, Samuel S. Schoenholz +2
The inverse problem of designing component interactions to target emergent structure is fundamental to numerous applications in biotechnology, materials science, and statistical ph…
physics.comp-ph2019
JAX, M.D.: A Framework for Differentiable Physics
Samuel S. Schoenholz, Ekin D. Cubuk
We introduce JAX MD, a software package for performing differentiable physics simulations with a focus on molecular dynamics. JAX MD includes a number of physics simulation environ…