wavetorch
Wave solver
A Python package for solving the wave equation using recurrent neural networks and automatic differentiation.
🌊 Numerically solving and backpropagating through the wave equation
518 stars
27 watching
84 forks
Language: Python
last commit: about 5 years ago
Linked from 2 awesome lists
differential-equationspytorchrecurrent-neural-networkrnntime-seriesvowel-recognitionwave-equation
bharathgs/awesome-pytorch-list
joamatab/awesome_photonicsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 wavespectra/wavespectra | A Python library for calculating and manipulating ocean wave spectra | 69 |
 tomrunia/pytorchwavelets | PyTorch implementation of wavelet analysis for signal processing | 307 |
| fancompute/simphox | An inverse design library for optimizing system performance and efficiency | 17 |
 kinwaicheuk/nnaudio | An audio processing toolkit using PyTorch convolutional neural networks to generate spectrograms from raw audio data | 1,036 |
| fancompute/angler | A software package for simulating and optimizing optical structures using finite-difference methods and optimization algorithms. | 157 |
 caiostringari/deepwaves | Develops deep neural networks to classify active wave breaking events | 17 |
 philmain28/philsol | A Python library for calculating the modes of electromagnetic waveguides using finite difference frequency domain method. | 36 |
 csyhuang/hn2016_falwa | Computes diagnostic metrics from climate data to analyze wave activity in the atmosphere. | 34 |
 ksw0306/clarinet | An implementation of a neural network-based vocoder using parallel-wavenet architecture and autoregressive flow | 290 |
 sandialabs/wecopttool | A Python-based toolbox for designing and optimizing wave energy converters with constrained optimal control | 14 |
 edouardoyallon/pyscatwave | A software package implementing a deep learning-based image feature extraction technique using the scattering transform | 298 |
 omelchert/pyglle | A Python package for simulating the propagation dynamics of dissipative solitons in nonlinear partial differential equations. | 15 |
 microsoft/wavecoder | A system for generating and improving code through large language models | 53 |
 npuichigo/waveglow | A PyTorch implementation of a speech synthesis network based on flow-based generative architecture. | 206 |
 zalandoresearch/pytorch-dilated-rnn | Implementations of Dilated Recurrent Neural Networks in PyTorch | 211 |