boleideng94 / metamaterials-inverse-designLinks
☆33Updated 3 years ago
Alternatives and similar repositories for metamaterials-inverse-design
Users that are interested in metamaterials-inverse-design are comparing it to the libraries listed below
Sorting:
- ☆60Updated 3 years ago
- These are the MATLAB automation scripts for COMSOL topology optimization.☆19Updated 2 years ago
- Global optimization based on generative neural networks☆113Updated 2 years ago
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆31Updated 4 years ago
- ☆10Updated 6 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆74Updated last year
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆26Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆182Updated 3 years ago
- ☆11Updated 3 years ago
- Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting☆54Updated 7 years ago
- Neural operator surrogates for electromagnetic inverse design☆43Updated last year
- ☆14Updated 5 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆129Updated 7 months ago
- ☆32Updated 4 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆11Updated 2 years ago
- GAN-enabled metasuraface design☆63Updated 4 years ago
- Simulations of metamaterials with Comsol and Ansys☆18Updated 8 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆144Updated 3 years ago
- ☆17Updated 2 years ago
- ☆59Updated 2 years ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆29Updated 11 months ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- Random Laser simulation using COMSOL Multiphysics.☆16Updated 3 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆17Updated 3 years ago
- ☆11Updated 3 years ago
- ☆13Updated 3 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆13Updated 6 years ago
- ☆46Updated 6 years ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆100Updated 9 months ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆17Updated last month