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- W3109947100 abstract "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 environments, as well as interaction potentials and neural networks that can be integrated into these environments without writing any additional code. Since the simulations themselves are differentiable functions, entire trajectories can be differentiated to perform meta-optimization. These features are built on primitive operations, such as spatial partitioning, that allow simulations to scale to hundreds-of-thousands of particles on a single GPU. These primitives are flexible enough that they can be used to scale up workloads outside of molecular dynamics. We present several examples that highlight the features of JAX MD including: integration of graph neural networks into traditional simulations, meta-optimization through minimization of particle packings, and a multi-agent flocking simulation. JAX MD is available at this http URL." @default.
- W3109947100 created "2020-12-07" @default.
- W3109947100 creator A5065360819 @default.
- W3109947100 creator A5070645440 @default.
- W3109947100 date "2019-12-09" @default.
- W3109947100 modified "2023-09-27" @default.
- W3109947100 title "JAX, M.D.: A Framework for Differentiable Physics" @default.
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- W3109947100 hasPublicationYear "2019" @default.
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