Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression
☆11Jul 28, 2023Updated 3 years ago
Alternatives and similar repositories for PINN_symbolic_regression
Users that are interested in PINN_symbolic_regression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Apr 8, 2026Updated 6 months ago
- Systems biology: Identifiability analysis and parameter identification via systems-biology-informed neural networks☆36Mar 20, 2025Updated last year
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- Symbolic genetic algorithm for discovering open-form partial differential equations☆47Jun 21, 2022Updated 4 years ago
- ☆10Dec 17, 2019Updated 6 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.
- PINN paper that will be submitted to Journal of Computational Science☆13Sep 11, 2026Updated last month
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- ☆13May 21, 2025Updated last year
- ☆13Apr 18, 2023Updated 3 years ago
- ☆20Dec 22, 2025Updated 10 months ago
- Convergence and error analysis of PINNs☆13May 6, 2024Updated 2 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 5 months ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- Multi-head attention network for airfoil flow field prediction☆18Sep 13, 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.
- ☆11Jan 5, 2021Updated 5 years ago
- ☆50May 18, 2022Updated 4 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Jul 23, 2020Updated 6 years ago
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆15Oct 6, 2021Updated 5 years ago
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated 2 years ago
- Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs + Adaptative Loss Weights with JAX 📓 Check out our various notebooks to g…☆56Updated this week
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆14Feb 13, 2024Updated 2 years ago
- ☆16Oct 29, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆24Apr 7, 2025Updated last year
- ☆22May 13, 2026Updated 5 months ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 5 months ago
- 2-Dimensional Finite-Volume-Method compressible fluid solver in Taichi language☆66Oct 27, 2021Updated 5 years ago
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 3 years ago
- MATLAB toolkit for calculating revisit time metrics for different satellite orbits, sensor geometries, and constellation configurations. …☆11Mar 12, 2026Updated 7 months ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆27Mar 30, 2026Updated 7 months ago
- ☆16Oct 25, 2021Updated 5 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆22Mar 25, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Simulating the quantum approximate optimization algorithm with Matlab☆12Aug 26, 2021Updated 5 years ago
- 冰点文库下载器V3.2.7☆10Feb 11, 2019Updated 7 years ago
- ☆11Mar 12, 2025Updated last year
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- Code for Cornell MAE4060/5065 - Introduction to Spaceflight Mechanics☆14May 28, 2024Updated 2 years ago
- Implementing a physics-informed DeepONet from scratch☆66Jul 9, 2023Updated 3 years ago
- Blade Element Momentum Theory Function for MATLAB☆12Aug 2, 2018Updated 8 years ago