Projects in Awesome Lists tagged with inverse-design
A curated list of projects in awesome lists tagged with inverse-design .
https://github.com/chaitjo/geometric-rna-design
gRNAde: Geometric Deep Learning for 3D RNA inverse design
biomolecule-design geometric-deep-learning graph-neural-networks inverse-design pytorch pytorch-geometric rna-structure
Last synced: 10 Apr 2025
https://github.com/aksub99/moldqn-pytorch
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
chemistry deep-learning dqn-pytorch drug-discovery inverse-design machine-learning materials-informatics materials-science molecule python pytorch pytorch-implementation pytorch-rl reinforcement-learning
Last synced: 08 Feb 2025
https://github.com/Hideousmon/SPLayout
Silicon Photonics Design Tools.
dbs gdsii gdspy inverse-design layout silicon-photonics
Last synced: 08 May 2025
https://github.com/matthewfilipovich/torchoptics
Python library for differentiable wave optics simulations with PyTorch.
computational-optics deep-learning differentiable-optics diffraction fourier-optics holography imaging inverse-design machine-learning microscopy optical-neural-network optics physics pytorch wave-optics
Last synced: 12 Apr 2025
https://github.com/bertoldi-collab/difflexmm
Differentiable Flexible Mechanical Metamaterials
architected-materials automatic-differentiation differentiable-physics differentiable-simulations inverse-design mechanical-metamaterials metamaterial-design nonlinear-dynamics nonlinear-optimization nonlinear-waves
Last synced: 19 Apr 2025
https://github.com/gersteinlab/bc-design
BC-Design: A Biochemistry-Aware Framework for High-Precision Inverse Protein Folding
computational-biology inverse-design protein protein-structure protein-surface
Last synced: 12 Apr 2025
https://github.com/mkabdelrahman/integratedoptics.jl
Simulation and Optimization Library for Integrated Optics in Julia.
fdfd fdtd inverse-design julia maxwell-equations-solver photonics silicon-photonics topolgy-optimization
Last synced: 27 Apr 2025
https://github.com/bertoldi-collab/morphing-lattices
Simulation and design of shape morphing LCE lattices
differentiable-simulations inverse-design liquid-crystal-elastomers mechanical-metamaterials shape-morphing
Last synced: 17 Jan 2025
https://github.com/phanakata/nn-inverse-design-inflatable-membranes
Inverse design of inflatable membranes via machine learning
deep-learning inverse-design machine-learning mechanics tensorflow
Last synced: 01 Dec 2024
https://github.com/andrewfalkowski/cococrab
Co-Optimization of Composition in CrabNet
computational-chemistry inverse-design machine-learning
Last synced: 30 Apr 2025
https://github.com/atoosaparsa/gecco-2023
Code for "Universal Mechanical Polycomputation in Granular Matter", Parsa et al., GECCO 2023
evolutionary-computation granular-mat inverse-design metamaterial-design metamaterials polycomputation unconventional-computing
Last synced: 06 Mar 2025
https://github.com/bertoldi-collab/textile-hinge-metamaterials
Code and data for "Textile hinges enable extreme properties of kirigami metamaterials" Adv. Funct. Mater. 2024.
architected-materials composite-materials inverse-design kirigami mechanical-metamaterials shape-morphing
Last synced: 23 Mar 2025
https://github.com/atoosaparsa/gecco-2022
Code for "Evolving Programmable Computational Metamaterials", Parsa et al., GECCO 2022
evolutionary-computation granular-material inverse-design metamaterials multiobjective-optimization programmable-matter unconventional-computing wave-based
Last synced: 06 Mar 2025