☆50Nov 6, 2023Updated 2 years ago
Alternatives and similar repositories for DeePyMoD
Users that are interested in DeePyMoD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆34Oct 30, 2023Updated 2 years ago
- Matlab code for Y. Yuan, et. al. Machine Discovery of Partial Differential Equations from Spatiotemporal Data☆15Sep 29, 2018Updated 7 years ago
- ☆16Oct 25, 2023Updated 2 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Quasi-geostrophic spectral solver in PyTorch☆18Sep 18, 2022Updated 3 years ago
- ☆280Nov 4, 2022Updated 3 years ago
- ☆49Dec 7, 2022Updated 3 years ago
- Public Datasets and Codes for Data-driven discovery of soil moisture flow governing equation: A sparse regression framework. Water Resour…☆11Feb 24, 2025Updated last year
- ☆21Sep 28, 2020Updated 5 years ago
- Differential equation neural operator☆22Sep 4, 2023Updated 2 years ago
- ☆26Jun 16, 2018Updated 8 years ago
- Multi-task physics-informed neural networks☆25Oct 29, 2022Updated 3 years ago
- ☆54Jun 16, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- ☆27Dec 21, 2023Updated 2 years ago
- Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.☆11Oct 31, 2021Updated 4 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- Based on bezier curve fitting to fill the structure information + criminisi image inpainting algorithm.☆14Jul 23, 2018Updated 7 years ago
- Physics-informed learning of governing equations from scarce data☆170Jul 19, 2023Updated 2 years ago
- ☆19Dec 2, 2020Updated 5 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Jan 30, 2020Updated 6 years ago
- ☆13Mar 11, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 5 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆292Jul 30, 2022Updated 3 years ago
- ☆14Jan 22, 2022Updated 4 years ago
- ☆35Jan 29, 2021Updated 5 years ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 7 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 3 months ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- PDE-Net: Learning PDEs from Data☆331Jun 26, 2021Updated 5 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Jan 4, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated last year
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆42Dec 17, 2024Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆39Jun 21, 2023Updated 3 years ago
- Long-term probabilistic forecasting of quasiperiodic phenomena using Koopman theory☆37Jan 22, 2022Updated 4 years ago
- ☆14Jan 29, 2021Updated 5 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- ☆10Dec 17, 2019Updated 6 years ago