tfp-photonics / neurop_invdes
Neural operator surrogates for electromagnetic inverse design
☆32Updated 11 months ago
Alternatives and similar repositories for neurop_invdes:
Users that are interested in neurop_invdes are comparing it to the libraries listed below
- A collection of inverse design challenges☆42Updated 2 weeks ago
- testbed problems for photonics optimization☆35Updated 7 months ago
- Jaxwell is JAX + Maxwell☆44Updated last year
- Electromagnetic simulation (RCWA) & optimization package in Python☆75Updated 2 months ago
- Jaxwell is JAX + Maxwell☆17Updated 4 months ago
- ☆16Updated 2 years ago
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicities☆21Updated last month
- Artificial nanofabrication of integrated photonic circuits using deep learning☆52Updated 3 weeks ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆18Updated 2 years ago
- ☆46Updated 2 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆31Updated 2 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆101Updated 4 years ago
- Adjoint-solver module for MEEP.☆10Updated 5 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆34Updated 3 years ago
- personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin☆18Updated 5 years ago
- Iterative FDFD solver of Maxwell's equations for large 3D problems☆35Updated 9 years ago
- Another inverse design library (wip)☆17Updated 2 years ago
- Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆58Updated 6 years ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆103Updated 11 months ago
- Multi-GPU FDFD solver☆58Updated 2 years ago
- Neural Inverse Design of Nanostructures☆39Updated last year
- A package includes various time-domain numerical solvers for the Maxwell's equations.☆14Updated last year
- measure minimum solid/void lengthscales in binary image☆14Updated 7 months ago
- ☆34Updated 2 years ago
- Python package for temporal evolution of initial conditions under the generalized Lugiato-Lefever equation☆16Updated 2 years ago
- A functional and efficient python implementation of the 3D version of Maxwell's equations☆23Updated 3 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
- ☆55Updated 2 years ago
- LLE soliver for python☆10Updated 4 months ago
- Fast, scalable, accessible photonic simulation☆125Updated last week