Advanced Multilanguage Interface to CVODES and IDAS

MACH: MDO of Aircraft Configurations with High fidelity

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

Julia interface to MITgcm

msThesis

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

Workshop materials for training in scientific computing and scientific machine learning

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

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).

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

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

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