kc-ml2 / meentLinks
Electromagnetic simulation (RCWA) & optimization package in Python
☆91Updated 6 months ago
Alternatives and similar repositories for meent
Users that are interested in meent are comparing it to the libraries listed below
Sorting:
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆36Updated 4 years ago
- testbed problems for photonics optimization☆38Updated last year
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆29Updated 4 months ago
- A collection of inverse design challenges☆46Updated 3 weeks ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆110Updated last year
- 📐 Workshop material for optical inverse design and automatic differentiation☆112Updated 5 years ago
- GPU-accelerated RCWA with automatic differentiation☆138Updated last year
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆79Updated 4 years ago
- varRCWA algorithm implementation with GPU support☆18Updated 2 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆48Updated 4 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆109Updated last year
- Fast, scalable, accessible photonic simulation☆138Updated 4 months ago
- Multi-GPU FDFD solver☆59Updated 3 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆34Updated 3 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆20Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆79Updated 2 years ago
- Neural Inverse Design of Nanostructures☆42Updated last year
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆164Updated 5 years ago
- Electromagnetic FDTD Simulations in JAX☆130Updated this week
- ☆57Updated 3 years ago
- Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicity…☆51Updated 7 months ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆60Updated 3 months ago
- Simulation of reflection and refraction of polarized opticial beams at plane and curved dielectric interfaces.☆27Updated last year
- Neural operator surrogates for electromagnetic inverse design☆40Updated last year
- Global optimization based on generative neural networks☆110Updated 2 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆123Updated 4 months ago
- Rigorous Coupled Wave Analysis for the calculation of Photonic Crystal R/T spectra☆116Updated last year
- Python Implementation of Aperiodic Fourier Modal Method for solving Maxwell equations.☆19Updated last year
- Vectorized transfer matrix method (TMM) for computing the optical reflection and transmission of multilayer planar stacks☆32Updated 4 years ago
- Fourier modal method with Jax☆120Updated 3 months ago