esa / NIDNLinks
Neural Inverse Design of Nanostructures
β45Updated 2 years ago
Alternatives and similar repositories for NIDN
Users that are interested in NIDN are comparing it to the libraries listed below
Sorting:
- RCWA with inherent automatic differentiation using TensorFlowβ51Updated 4 years ago
- π Workshop material for optical inverse design and automatic differentiationβ115Updated 5 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purposeβ88Updated 4 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codesβ39Updated 4 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes oβ¦β21Updated 3 years ago
- testbed problems for photonics optimizationβ42Updated last year
- Python Implementation of Aperiodic Fourier Modal Method for solving Maxwell equations.β22Updated last year
- Rigorous Coupled Wave Analyses (RCWA) for layered structures with incommensurate periodicitiesβ34Updated 9 months ago
- Multi-GPU FDFD solverβ64Updated 3 years ago
- β16Updated 2 years ago
- GPU-accelerated RCWA with automatic differentiationβ161Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learningβ84Updated 2 years ago
- Simulation and optimization of dielectric metalens with Tidy3Dβ26Updated 4 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarkingβ114Updated last year
- A collection of inverse design challengesβ56Updated last month
- personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shinβ20Updated 6 years ago
- Electromagnetic simulation (RCWA) & optimization package in Pythonβ105Updated 11 months ago
- Fourier Modal Method for multilayer metamaterials. Mirror of https://gitlab.com/nannos/nannosβ20Updated last year
- 2D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methodsβ¦β43Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from currenβ¦β47Updated 2 years ago
- Global optimization based on generative neural networksβ116Updated 3 years ago
- β11Updated last year
- Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicityβ¦β59Updated last year
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeleyβ88Updated 7 years ago
- β19Updated last year
- varRCWA algorithm implementation with GPU supportβ23Updated 2 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devicesβ175Updated 5 years ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.β109Updated this week
- Matlab library for nanophotonic inverse designβ21Updated 12 years ago
- Objective-first approach to nanophotonic design, implemented in Matlabβ33Updated 7 years ago