hincz-lab / machine-learning-for-metamaterials
☆29Updated 2 years ago
Alternatives and similar repositories for machine-learning-for-metamaterials:
Users that are interested in machine-learning-for-metamaterials are comparing it to the libraries listed below
- Simulations of metamaterials with Comsol and Ansys☆16Updated 7 years ago
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆31Updated 3 years ago
- Using deep reinforcement learning to design a broadband acoustic cloak. Created under the supervision of PhD. Feruza Amirkulova and PhD P…☆17Updated 3 years ago
- COMSOL implementation of the mesoscopic boundary conditions for nanoscale electromagnetism☆31Updated 4 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆35Updated 4 years ago
- Band diagram and Field of 2D photonic cristal☆41Updated 4 years ago
- Global optimization based on generative neural networks☆106Updated 2 years ago
- Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting☆49Updated 6 years ago
- Optical Modeling (Transfer Matrix): Modeling the light propogation, light absorption, transmission, and reflection in a multi-layer thin-…☆41Updated 6 years ago
- Matlab code to extract multipole representations from the metamaterials modelled in COMSOL 4☆9Updated 3 years ago
- ☆28Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆74Updated last year
- 📐 Workshop material for optical inverse design and automatic differentiation☆107Updated 5 years ago
- BEM solver for Maxwell equations☆15Updated 3 years ago
- Python package for modeling structural color in colloidal systems☆16Updated this week
- Schrodinger-Poisson solver in 1D demonstrator☆25Updated 4 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆119Updated last month
- ☆44Updated 5 years ago
- Numerical simulation of the High Harmonic Generation process accounting for Quantum mechanic, Supersonic flow physics, Plasma physics and…☆16Updated 4 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆31Updated 2 years ago
- Python scripts facilitating the use MEEP finite-difference time-domain simulation, focused on the research of metamaterials (MM) and phot…☆11Updated 10 years ago
- modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method,…☆129Updated 2 years ago
- Modeling and designing Photonic Crystal Nanocavities via Deep Learning☆14Updated 2 years ago
- 1D Schroedinger solver in semiconductor with effective mass☆11Updated 3 years ago
- A Flexible Tool for EM-Radiation-emitting Semiconductor Heterostructure Optimization using Quantum models☆11Updated 4 years ago
- ☆55Updated 3 years ago
- Computes effective mode in a 2D wave guide☆37Updated 4 years ago
- An electromagnetic solver capable of simulating and optimizing 1D (thin-layer) structures via the semi-analytical transfer matrix method.…☆16Updated 3 years ago
- Calculates surface-plasmon-polariton modes for planar multilayer structures. To learn more go to http://pythonhosted.org/multilayer_surfa…☆20Updated 11 years ago
- Fourier Modal Method for multilayer metamaterials. Mirror of https://gitlab.com/nannos/nannos☆15Updated 6 months ago