Arcadianlee / Deep-Learning-Design-Photonic-Crystals
Modeling and designing Photonic Crystal Nanocavities via Deep Learning
☆10Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Deep-Learning-Design-Photonic-Crystals
- Computes the threshold gain in various kind of cavity☆18Updated 3 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
- Stochastic Optimization with rigorous-coupled-wave-analysis (RCWA)☆15Updated 6 years ago
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆17Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆60Updated last year
- 1D Schroedinger solver in semiconductor with non-parabolicity☆10Updated 2 years ago
- ☆16Updated last year
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- ☆34Updated 2 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆34Updated 3 years ago
- Optical Transfer Matrix Solver☆35Updated 3 years ago
- Optical Transfer Matrix Solver with index dispersion☆22Updated 3 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆43Updated 2 weeks ago
- personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin☆17Updated 5 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆22Updated 7 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆28Updated 5 months ago
- Suite of tools for optimizing diffraction gratings useful for free space optics☆14Updated last year
- Computes effective mode in a 2D wave guide☆34Updated 3 years ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆21Updated this week
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆19Updated 2 years ago
- Multi-GPU FDFD solver☆56Updated 2 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆28Updated 2 years ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆100Updated 8 months 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
- Python code for Silicon Photonics Automated Probe stations☆35Updated 8 months ago
- testbed problems for photonics optimization☆30Updated 4 months ago
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆35Updated 3 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆25Updated 3 years ago
- Graphical application for simulating Kerr frequency combs using both the Lugiato-Lefever equation and an Ikeda map.☆28Updated last year
- Silicon Photonics Design Tools.☆49Updated 2 weeks ago