dongjin-seo2020 / AdjointDiffusionLinks
Code Implementation of AdjointDiffusion: a physics-guided and fabrication-aware optimization of photonic devices
☆12Updated last month
Alternatives and similar repositories for AdjointDiffusion
Users that are interested in AdjointDiffusion are comparing it to the libraries listed below
Sorting:
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆47Updated 2 years ago
- Neural operator surrogates for electromagnetic inverse design☆42Updated last year
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆15Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆29Updated 10 months ago
- ☆59Updated 2 years ago
- ☆13Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated 2 years ago
- ☆17Updated last year
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆12Updated last year
- Official codebase for "Score-based Diffusion Models in Function Space"☆13Updated 7 months ago
- Electromagnetic simulation (RCWA) & optimization package in Python☆95Updated 8 months ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆39Updated 6 months ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- ☆15Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Updated 10 months ago
- Design code of 1D free-from deflector metasurface☆19Updated 2 years ago
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆19Updated 3 months ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆77Updated last year
- Official repository for Physics Informed Token Transformer (PITT)☆20Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆16Updated last year
- ☆33Updated last year
- ☆22Updated 3 months ago
- Build a Recurrent Neural Network solving Optimization Problems☆10Updated 3 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Solving inverse problems using conditional invertible neural networks.☆33Updated 4 years ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆43Updated this week
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆25Updated 9 months ago
- ☆45Updated 5 months ago
- Global optimization based on generative neural networks☆113Updated 2 years ago
- EIT-EBM☆16Updated last year