stathius / wave_propagationLinks
Predicting wave propagation on shallow water with deep neural networks
☆22Updated 2 years ago
Alternatives and similar repositories for wave_propagation
Users that are interested in wave_propagation are comparing it to the libraries listed below
Sorting:
- The public repository about our joint FINN research project☆38Updated 3 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 8 months ago
- ☆15Updated 2 years ago
- Turbulent flow network source code☆71Updated 8 months ago
- Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 202…☆56Updated 2 years ago
- Exploit Auto-encoder for exploring and predict flow dynamic☆10Updated 6 years ago
- ☆35Updated 2 years ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 3 years ago
- a multiresolution convolutional autoencoder architecture☆23Updated 4 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Updated 5 years ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- ☆39Updated 2 years ago
- ☆49Updated 2 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Updated 3 weeks ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 4 years ago
- ☆21Updated 3 years ago
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Updated 5 years ago
- ☆10Updated 2 years ago
- ☆45Updated 3 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- ☆22Updated last year
- Quantification of Uncertainties in Neural Networks☆11Updated 3 weeks ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- Multi-fidelity Generative Deep Learning Turbulent Flows☆38Updated 4 years ago
- ☆23Updated 4 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Updated 2 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Physics-informed deep super-resolution of spatiotemporal data☆48Updated 2 years ago