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Projects in Awesome Lists tagged with adjoint

A curated list of projects in awesome lists tagged with adjoint .

https://github.com/fancompute/ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

adjoint electromagnetics fdfd fdtd inverse-problems optimization

Last synced: 21 Jan 2026

https://github.com/sciml/scimlsensitivity.jl

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, SDEs, DDEs, DAEs, etc.

adjoint backpropogation dae dde differential-equations differentialequations hacktoberfest neural-ode neural-sde ode scientific-machine-learning sciml sde sensitivity-analysis

Last synced: 28 Feb 2026

https://github.com/SciML/SciMLSensitivity.jl

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, SDEs, DDEs, DAEs, etc.

adjoint backpropogation dae dde differential-equations differentialequations hacktoberfest neural-ode neural-sde ode scientific-machine-learning sciml sde sensitivity-analysis

Last synced: 04 May 2025

https://github.com/mdolab/dafoam

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

adjoint aerodynamics cfd design-optimization heat-transfer mdo open-source openfoam

Last synced: 27 Dec 2025

https://github.com/fancompute/angler

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

adjoint adjoint-sensitivities electromagnetic fdfd frequency-domain inverse-problems mkl nonlinear-devices optics optimization photonics sensitivity-analysis simulation solver

Last synced: 21 Jan 2026

https://github.com/google/ceviche-challenges

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

adjoint electromagnetics fdfd optimization photonics

Last synced: 08 May 2025

https://github.com/ivanyashchuk/jax-fenics-adjoint

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

adjoint adjoint-sensitivities adjoint-solvers automatic-differentiation fenics jax

Last synced: 08 Jul 2025

https://github.com/ivanyashchuk/jax-fenics

Differentiable interface to FEniCS for JAX

adjoint automatic-differentiation fenics jax

Last synced: 08 Jul 2025

https://github.com/ocramz/ad-delcont

Reverse-mode automatic differentiation with delimited continuations

adjoint automatic-differentiation backpropagation gradient machine-learning optimization

Last synced: 14 Apr 2025

https://github.com/ivanyashchuk/pyfenicsad.jl

Automatic differentiation of FEniCS and Firedrake models in Julia

adjoint chain-rules fenics firedrake zygote

Last synced: 26 Jul 2025

https://github.com/twhughes/phd_thesis

Adjoint-based optimization and inverse design of photonic devices.

adjoint electromagnetics inverse-problems nanophotonics optimization phd-thesis photonics thesis thesis-template

Last synced: 30 Dec 2025

https://github.com/brmather/conduction

Python package for solving implicit heat conduction

adjoint diffusion-equation heat-transfer inversion python thermal-models

Last synced: 17 Jun 2025

https://github.com/bgranzow/goal

Goal Oriented Adaptive Lagrangian Mechanics

adaptation adjoint c-plus-plus error-estimation finite-elements

Last synced: 02 May 2025

https://github.com/computationalphysiology/pulse_adjoint

An adjointable cardiac mechanics data assimilator.

adjoint cardiac data-assimilation dolfin-adjoint fenics mechanics

Last synced: 24 Mar 2025

https://github.com/ambrad/kfgs

Compute the gradient of the log likelihood function from a Kalman filter using the adjoint method.

adjoint kalman-filter matlab

Last synced: 14 Jun 2025