fancompute / wavetorch
🌊 Numerically solving and backpropagating through the wave equation
☆530Updated 5 years ago
Alternatives and similar repositories for wavetorch:
Users that are interested in wavetorch are comparing it to the libraries listed below
- Electromagnetic Simulation + Automatic Differentiation☆358Updated last year
- Flexible simulation package for optical neural networks☆234Updated 5 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆294Updated 7 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆107Updated 5 years ago
- PDE-Net: Learning PDEs from Data☆314Updated 3 years ago
- Global optimization based on generative neural networks☆108Updated 2 years ago
- Simulations of photonic quantum programmable gate arrays☆106Updated 4 years ago
- Pytorch implementation of Augmented Neural ODEs☆541Updated 2 years ago
- Sample implementation of Neural Ordinary Differential Equations☆260Updated 6 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆161Updated 5 years ago
- Code for our paper "Hamiltonian Neural Networks"☆470Updated 4 years ago
- Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support☆218Updated 4 years ago
- Unofficial complex tensor and scalar support for Pytorch☆79Updated 2 years ago
- A generative model for computing electromagnetic field solutions☆58Updated 2 years ago
- Lagrangian Neural Networks☆492Updated 10 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
- Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations☆747Updated last year
- Neural reparameterization improves structural optimization☆121Updated 3 years ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆150Updated 3 months ago
- Fast Scattering Transform with CuPy/PyTorch☆297Updated 5 years ago
- MATLAB-based solver package of Maxwell's equations by the FDFD method☆115Updated 3 weeks ago
- [NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations☆242Updated 10 months ago
- ☆192Updated 3 years ago
- A 3D electromagnetic FDTD simulator written in Python with optional GPU support☆574Updated 7 months ago
- Using graph network to solve PDEs☆386Updated last year
- 🌱 Guided-mode expansion of photonic crystal slabs☆122Updated 3 months ago
- PyLops – A Linear-Operator Library for Python☆468Updated this week
- Keras implementation of Legendre Memory Units☆213Updated last month
- Fast electromagnetic solver (FDTD) at scale.☆259Updated this week