fancompute / wavetorchLinks
🌊 Numerically solving and backpropagating through the wave equation
☆534Updated 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☆375Updated 2 years ago
- Flexible simulation package for optical neural networks☆249Updated 5 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆302Updated last year
- Unofficial complex tensor and scalar support for Pytorch☆80Updated 2 years ago
- Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support☆223Updated 5 years ago
- Pytorch implementation of Augmented Neural ODEs☆552Updated 2 years ago
- Sample implementation of Neural Ordinary Differential Equations☆262Updated 6 years ago
- PDE-Net: Learning PDEs from Data☆322Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆114Updated 5 years ago
- Neural reparameterization improves structural optimization☆125Updated 4 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆278Updated 3 years ago
- Simulations of photonic quantum programmable gate arrays☆108Updated 4 years ago
- A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs☆181Updated last year
- A generative model for computing electromagnetic field solutions☆60Updated 2 years ago
- A 3D electromagnetic FDTD simulator written in Python with optional GPU support☆622Updated 2 weeks ago
- Global optimization based on generative neural networks☆113Updated 2 years ago
- Code for our paper "Hamiltonian Neural Networks"☆482Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆171Updated 5 years ago
- [IJCAI'19, NeurIPS'19] Anode: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs☆106Updated 4 years ago
- Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆61Updated 6 years ago
- Wavelet scattering transforms in Python with GPU acceleration☆811Updated 8 months ago
- Keras-Tensorflow implementation of complex-valued convolutional neural networks☆130Updated 9 months ago
- Neural Ordinary Differential Equation☆103Updated 6 years ago
- Implementation of Spectral Inference Networks, ICLR 2019☆172Updated 6 years ago
- A Discussion on Solving Partial Differential Equations using Neural Networks☆66Updated 6 years ago
- ☆174Updated 2 years ago
- Deep Learning for Symbolic Mathematics☆549Updated 4 years ago
- A simulation framework for unitary neural networks and photonic devices☆113Updated 4 years ago
- Processing code for acoustic non-line-of-sight imaging☆62Updated 2 years ago
- Sparse Optimisation Research Code☆272Updated 8 months ago