Top 2 adjoint open source projects

DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Gradient-based Design Optimization

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.