PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
☆37Dec 18, 2021Updated 4 years ago
Alternatives and similar repositories for PDE-VAE-pytorch
Users that are interested in PDE-VAE-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆25Aug 12, 2022Updated 3 years ago
- Interactive textbook on state space models☆12Apr 11, 2022Updated 3 years ago
- diffusionjax is a simple and accessible diffusion models package in JAX☆51Jan 19, 2025Updated last year
- A dissipative particle dynamics (DPD) project.☆13Aug 16, 2023Updated 2 years ago
- Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation☆12Jan 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A Finite Element Approximation of a Cahn--Hilliard Tumour Model with FEniCS, by Dennis Trautwein (2020).☆10Oct 11, 2020Updated 5 years ago
- Physics-informed learning of governing equations from scarce data☆13Feb 16, 2021Updated 5 years ago
- ☆35Jan 29, 2021Updated 5 years ago
- Code for Probabilistic Sequential Matrix Factorization☆15Apr 27, 2021Updated 4 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Apr 9, 2024Updated last year
- ☆15Mar 3, 2022Updated 4 years ago
- ☆14Jan 29, 2021Updated 5 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- ☆15Nov 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Diffusion for climate downscaling☆82Jun 28, 2024Updated last year
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 2 years ago
- Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining…☆14Dec 3, 2022Updated 3 years ago
- The course material for the programming course in DEES, University of Manchester☆10Jan 6, 2026Updated 2 months ago
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆27Oct 16, 2020Updated 5 years ago
- ☆111Oct 16, 2021Updated 4 years ago
- CNN based ENSO all season forecast model☆21Aug 14, 2024Updated last year
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 5 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Using graph network to solve PDEs☆439Jun 2, 2025Updated 9 months ago
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆410Feb 11, 2026Updated last month
- Federated Principal Component Analysis Revisited!☆43Nov 1, 2021Updated 4 years ago
- ☆22May 6, 2020Updated 5 years ago
- Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]☆12Sep 27, 2023Updated 2 years ago
- Au Naturel is a LaTeX template built on top of the standard article class, roughly emulating some characteristics of the Nature Publishin…☆10May 2, 2018Updated 7 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆88Aug 26, 2025Updated 7 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆27Jun 6, 2025Updated 9 months ago
- ☆15May 9, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆27Jan 31, 2022Updated 4 years ago
- Python implementation of the Detection of Envelope Modulation On Noise (DEMON) algorithm.☆17Jan 5, 2018Updated 8 years ago
- 采用PINN/ResPINN对两种偏微分方程(Burgers&Allen-Cahn)的训练与求解☆17Feb 5, 2021Updated 5 years ago
- Implementation for the paper "Learning Non-linear Wavelet Transformation via Normalizing Flow"(arXiv:2101.11306)☆30Jan 28, 2021Updated 5 years ago
- ☆14Jun 22, 2024Updated last year
- Canonical normalizing flows☆10Apr 30, 2019Updated 6 years ago
- Classify international patents into one of eight categories based on the text of their titles & abstracts using DistilBert & ONNX Runtime☆10Jul 21, 2022Updated 3 years ago