3.8k citations · 7.6k across the 48 of their papers we have counts for
3 papers · 1 filter
dPV: An End-to-End Differentiable Solar-Cell Simulator
Sean Mann, Eric Fadel, Samuel S. Schoenholz +3
We introduce dPV, an end-to-end differentiable photovoltaic (PV) cell simulator based on the drift-diffusion model and Beer-Lambert law for optical absorption. dPV is programmed in…
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…
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…