Pasteur Labs & ISI

A benchmark suite and re-usable collection of differentiable physics solvers.

Execute + differentiate Tesseracts as part of PyTorch programs, with full support for reverse-mode and forward-mode AD. 🔦

Cookiecutter template for Tesseract-driven applications. Build scripts, testing, CI, shared code for multi-Tesseract projects. 🍪

Execute + differentiate Tesseracts as part of JAX programs, with full support for function transformations like JIT, grad, and more. ⚡

Generate Streamlit apps from Tesseracts, automagically.

Universal components for differentiable scientific computing. 📦

PR / issue templates for all of Pasteur Labs.

Official codebase for the paper "Surrogate-Based Differentiable Pipeline for Shape Optimization" @ DiffSys workshop EurIPS 2025.