This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated
☆12Dec 20, 2024Updated last year
Alternatives and similar repositories for cWGAN-GP_Inverse_Design_Disordered_Waveguide_Nanophotonics
Users that are interested in cWGAN-GP_Inverse_Design_Disordered_Waveguide_Nanophotonics are comparing it to the libraries listed below
Sorting:
- ☆11May 30, 2021Updated 4 years ago
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆13Oct 6, 2021Updated 4 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆14Apr 28, 2024Updated last year
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 2 months ago
- The path to an EM expert☆14Mar 7, 2025Updated 11 months ago
- matlab-cst api 使用history写入☆14Mar 30, 2022Updated 3 years ago
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆11Dec 12, 2023Updated 2 years ago
- Python library for designing and producing masks for Micro Optical Elements☆16Feb 19, 2026Updated 2 weeks ago
- matlab code for GPR simulation in 2-D.☆16Jul 27, 2016Updated 9 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆11Feb 20, 2026Updated 2 weeks ago
- Data-guided physics-informed neural networks☆16Jul 16, 2024Updated last year
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 7 years ago
- Data files and Matlab codes for analyzing a multilayer thin-film photonic radiative cooler☆11May 9, 2020Updated 5 years ago
- ☆23Jan 20, 2026Updated last month
- Silicon Photonics Design Tools.☆65Sep 6, 2025Updated 6 months ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Apr 16, 2020Updated 5 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆20Dec 15, 2021Updated 4 years ago
- Modeling and designing Photonic Crystal Nanocavities via Deep Learning☆18Apr 7, 2022Updated 3 years ago
- An nanophotonics solver for inverse design of metamaterials☆14Sep 23, 2023Updated 2 years ago
- 基于F103C8T6和ST7789的LVGL_demo☆17Nov 16, 2021Updated 4 years ago
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Oct 28, 2021Updated 4 years ago
- qt视频播放器,通过调用linux上的mplayer实现。☆13Jun 14, 2016Updated 9 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆13Mar 31, 2025Updated 11 months ago
- Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"☆19Jun 10, 2022Updated 3 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 3 years ago
- ☆23Jun 24, 2024Updated last year
- These are the MATLAB automation scripts for COMSOL topology optimization.☆19Oct 6, 2023Updated 2 years ago
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆21Mar 4, 2025Updated last year
- Using deep reinforcement learning to design a broadband acoustic cloak. Created under the supervision of PhD. Feruza Amirkulova and PhD P…☆21Jul 4, 2021Updated 4 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆22Nov 11, 2022Updated 3 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 3 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆84Feb 7, 2024Updated 2 years ago
- Transfer-matrix method (TMM) is powerful analytical method to solve Maxwell equations in layered structures. However, standard TMM is lim…☆25Updated this week
- ☆23Dec 16, 2021Updated 4 years ago
- This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore…☆135Oct 10, 2024Updated last year
- MATLAB implementation of the Huygens-Fresnel principle for the calculation of the scattering farfield pattern produced from the illuminat…☆30Sep 13, 2024Updated last year
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆40Nov 11, 2024Updated last year
- ☆33Mar 13, 2023Updated 2 years ago
- PyTorch implementation of GAIL and PPO reinforcement learning algorithms☆26May 7, 2021Updated 4 years ago