Tutorial code with FEniCS-hIPPYlib framework for adjoint inversions
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Jan 24, 2025 - Jupyter Notebook
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adjoint-optimization
Here are 8 public repositories matching this topic...
Lattice Optimization for Porous Electrodes
design materials optimization electrochemistry adjoint-optimization porous-electrodes flow-batteries
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Apr 19, 2022 - C
Adjoint-based geodetic inversions for elastic properties and fault slip
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Jan 28, 2025 - Jupyter Notebook
Numerical analysis of the convergence behavior of adjoint-optimized neural PDEs
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May 28, 2026 - Python
GPU-Accelerated Finite Element Structural Analysis and Optimization
gpu-computing finite-element-analysis multigrid domain-decomposition linear-solvers structural-analysis aeroelasticity adjoint-optimization aircraft-wings nonlinear-structures
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Aug 6, 2026 - C++
Computational Aerosciences and Optimization : Theory & Applications
optimal-control stochastic-differential-equations uncertainty-quantification computational-fluid-dynamics optimal-design optimization-under-uncertainty adjoint-optimization flexible-multibody-dynamics optimal-topology
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Feb 10, 2026 - PostScript
A FEniCS-based framework for density-based topology optimization of turbulent fluid manifolds. It couples the Spalart-Allmaras turbulence model with continuous adjoint formulations to minimize energy dissipation in high-Reynolds flows.
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Jun 21, 2026 - Python
Physics-informed ML and adjoint co-design of a monolithic e-mode GaN-on-SOI fractional-N PLL with HEMT varactors for extreme-temperature timing (218-423 K): PINN surrogate, differentiable JAX loop, discrete-adjoint optimization, GCN-SAC RL, WGAN yield, and open-source EDA transistor-level closure.
reinforcement-learning eda wgan ngspice pll jax frequency-synthesizer adjoint-optimization physics-informed-machine-learning gan-hemt
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Jul 31, 2026 - Python
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