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

MACH: MDO of Aircraft Configurations with High fidelity

Advanced Multilanguage Interface to CVODES and IDAS

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

Workshop materials for training in scientific computing and scientific machine learning

Julia interface to MITgcm

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248

is a tiny library for topology optimization using Lattice Boltzmann method (LBM).

A shock-capturing adjoint solver for the compressible flow equations

Reimplementations of some normalizing flow algorithms using tensorflow 2.1 and tensorflow probability 0.9

Create animations, plots, and calculate summary statistics for MITgcm adjoint output

msThesis

[NeurIPS 2024] Official PyTorch implementation for the paper "AdjointDEIS: Efficient Gradients for Diffusion Models"