gladisor / Reinforcement-Learning-Applied-To-Metamaterial-Design
Using deep reinforcement learning to design a broadband acoustic cloak. Created under the supervision of PhD. Feruza Amirkulova and PhD Peter Gerstoft. With the help of: Linwei Zhou, Peter Lai, and Amaris De La Rosa.
☆16Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Reinforcement-Learning-Applied-To-Metamaterial-Design
- ☆27Updated last year
- Simulations of metamaterials with Comsol and Ansys☆16Updated 7 years ago
- Python scripts facilitating the use MEEP finite-difference time-domain simulation, focused on the research of metamaterials (MM) and phot…☆10Updated 10 years ago
- An electromagnetic simulation tool programmed in Matlab by using the method Rigorous Coupled-Wave analysis (RCWA)☆14Updated 9 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆60Updated last year
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆22Updated 7 years ago
- Global optimization based on generative neural networks☆101Updated 2 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆17Updated 4 years ago
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆35Updated 3 years ago
- Multipole Expansion for NanoPhotoncis☆37Updated 2 years ago
- Stanford Stratified Structure Solver - Electromagnetic simulator for layered periodic structures☆133Updated 3 years ago
- Fast electromagnetic solver (FDTD) at scale.☆191Updated this week
- Band diagram and Field of 2D photonic cristal☆38Updated 3 years ago
- Python package for modeling structural color in colloidal systems☆16Updated last month
- ☆15Updated 4 years ago
- Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting☆44Updated 6 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆122Updated 2 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆58Updated 3 years ago
- Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicity…☆45Updated 2 weeks ago
- Matlab library for nanophotonic inverse design☆19Updated 11 years ago
- MATLAB-based solver package of Maxwell's equations by the FDFD method☆107Updated 5 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆22Updated 7 years ago
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆135Updated 10 months ago
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆17Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆41Updated 11 months ago
- Software to design directionally compliant metamaterials☆13Updated 6 years ago
- Optical Transfer Matrix Solver☆35Updated 3 years ago
- RETOP is an free Matlab toobox that implements a near-to-far-field transformation for computing the radiation diagram. This transformatio…☆20Updated 3 years ago
- Code for modelling the Nonlinear Schrödinger Equation for optical fiber pulse propagation☆41Updated last month
- Simulation of reflection and refraction of polarized opticial beams at plane and curved dielectric interfaces.☆21Updated last year