adjoint topic

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, S...

SciML

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

fancompute

:shrimp: Electromagnetic Simulation + Automatic Differentiation

fancompute

TCLB - Templated MPI+CUDA/CPU Lattice Boltzmann code

CFD-GO

Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint

IvanYashchuk

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

mdolab

Differentiable interface to FEniCS for PyMC3

IvanYashchuk

Differentiable interface to FEniCS for JAX

IvanYashchuk

A suite of photonic inverse design challenge problems for topology optimization benchmarking

google

Workshop materials for training in scientific computing and scientific machine learning

SciML