Deep reinforcement learning to perform shape optimization
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Oct 17, 2021 - Python
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shape-optimization
Here are 13 public repositories matching this topic...
Fluid based shape optimization with Blender and OpenFOAM
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Jun 17, 2020 - Python
A shape optimisation toolbox built on the Firedrake finite element library.
scientific-computing finite-elements optimal-control shape-optimization rol firedrake pde-constrained-optimization
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Jun 18, 2025 - Python
An object-oriented Python 3 GUI and API for single- and multi-element parametric airfoil design, analysis, and optimization
geometry optimization airfoils aerodynamics airfoil shape-optimization mdo propulsion parametrization transonic propulsion-airframe-integration high-lift-systems airfoil-matching applied-aerodynamics
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Jul 21, 2025 - Python
CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms
machine-learning deep-reinforcement-learning artificial-intelligence flow-control high-performance-computing computational-fluid-dynamics numerical-algorithms shape-optimization fluid-mechanics autonomous-navigation turbulence-modeling cfd-solver-agnosticism
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Jul 22, 2025 - Python
Simple shape optimization script which generates nodal shifting according to sensitivities calculated by CalculiX FE solver.
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Jun 5, 2020 - Python
Shape Optimization based on Restricted Mesh Deformations
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Jan 23, 2019 - Python
PyFreeCoil - Free-Shape Optimization of Air-Core Inductors
python genetic-algorithms electromagnetics shape-optimization open-source-software peec topological-optimization integrated-voltage-regulator air-core-inductor
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Mar 28, 2025 - Python
Neural Injective Geometry networks (NIGnets) for non-self-intersecting geometry.
curves geometry curve-fitting surfaces shape-optimization surface-fitting geometric-deep-learning shape-matching neural-injective-geometry
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Mar 9, 2025 - Python
Prosthetic foot design based on genetic algorithm
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Jun 11, 2021 - Python
Computation of generalized Cheeger sets
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May 16, 2022 - Python
In this repository, optimal estimation of change in temperature state is discussed using deep learning and shape optimization techniques.
python deep-learning sensor temperature estimation neural-networks heat-equation keras-tensorflow shape-optimization
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Jun 8, 2021 - Python
Solve convex-shape optimization problems
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Dec 17, 2018 - Python
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