■E.LÖFFELHOLZ
01Research 02Projects 03CV 04Blog

JAX

N-01
2026-07-05
JAXDifferentiable SimulationXLAScientific Machine Learning

Compiling a Physics Engine into One Kernel: jit, grad and vmap in Practice

A case study of jax-spring-sim: forces derived by autodiff from a single energy function, a rollout compiled into one XLA kernel, and measured numbers for what compilation and reverse-mode differentiation actually cost.

© 2026 Erik Löffelholz / Leipzig, DE / 51.34°N 12.37°E

Email GitHub LinkedIn Now