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DOLFINx-Adjoint

Introduction

Optimal Control of the Poisson equation
Dirichlet BC control of the Stokes equations
Topology Optimization of a Linear-Elastic Cantilever (SIMP)
Optimal Control with Non-Linear Expressions and Non-Matching Grids
Optimal control with submeshes and interface coupling

Time-dependent PDE control

Time-distributed control
Time-distributed control with checkpointing

Python API

DOLFINx-adjoint API
DOLFINx-adjoint Blocks API
Contributor guidelines
Code of Conduct

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By Jørgen S. Dokken

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Last updated on Sep 17, 2026.