fancompute / wavetorchLinks
🌊 Numerically solving and backpropagating through the wave equation
☆532Updated 5 years ago
Alternatives and similar repositories for wavetorch
Users that are interested in wavetorch are comparing it to the libraries listed below
Sorting:
- Electromagnetic Simulation + Automatic Differentiation☆363Updated last year
- Flexible simulation package for optical neural networks☆237Updated 5 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆111Updated 5 years ago
- Global optimization based on generative neural networks☆110Updated 2 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆163Updated 5 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆296Updated 8 months ago
- A generative model for computing electromagnetic field solutions☆58Updated 2 years ago
- Neural reparameterization improves structural optimization☆122Updated 3 years ago
- PDE-Net: Learning PDEs from Data☆315Updated 3 years ago
- Pytorch implementation of Augmented Neural ODEs☆541Updated 2 years ago
- A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs☆168Updated 8 months ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆279Updated 2 years ago
- Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆61Updated 6 years ago
- Unofficial complex tensor and scalar support for Pytorch☆79Updated 2 years ago
- A 3D electromagnetic FDTD simulator written in Python with optional GPU support☆588Updated 8 months ago
- [IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs☆104Updated 4 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆122Updated 4 months ago
- Sample implementation of Neural Ordinary Differential Equations☆262Updated 6 years ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆150Updated 4 months ago
- Fast electromagnetic solver (FDTD) at scale.☆261Updated this week
- A Discussion on Solving Partial Differential Equations using Neural Networks☆66Updated 5 years ago
- Code for our paper "Hamiltonian Neural Networks"☆471Updated 4 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆109Updated last year
- [NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations☆245Updated 11 months ago
- MATLAB-based solver package of Maxwell's equations by the FDFD method☆115Updated last month
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Wavelet scattering transforms in Python with GPU acceleration☆794Updated 4 months ago
- Tensorflow 2.0 implementation of Sinusodial Representation networks (SIREN)☆148Updated 4 years ago
- ☆192Updated 4 years ago
- PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks☆309Updated last year