Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
☆73May 8, 2022Updated 4 years ago
Alternatives and similar repositories for Stiff-PINN
Users that are interested in Stiff-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆36May 6, 2025Updated last year
- Stiff Neural Ordinary Differential Equations☆36Jun 7, 2023Updated 2 years ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆18May 11, 2021Updated 5 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- fit thermo file to a uniform common T for OpenFOAM☆20Apr 26, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Mar 25, 2023Updated 3 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- Chemical Reaction Neural Network☆106Sep 16, 2025Updated 8 months ago
- ☆37Feb 13, 2022Updated 4 years ago
- python scripts to generate table from flamelet solutions☆15Mar 13, 2021Updated 5 years ago
- PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).☆22Oct 12, 2021Updated 4 years ago
- Basic tutorials of supervised, unsupervised, and reinforcement learning☆26May 5, 2022Updated 4 years ago
- A Differentiable Reacting Flow Simulation Package in PyTorch☆53Oct 26, 2021Updated 4 years ago
- Python libraries for model order reduction, clustering and data analysis.☆10May 24, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Apr 18, 2023Updated 3 years ago
- 高精度有限差分-化学反应CFD☆11Dec 20, 2024Updated last year
- OpenFOAM + Cantera☆20Jun 24, 2021Updated 4 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆20Feb 13, 2026Updated 3 months ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- codes for PINNs☆12Mar 11, 2021Updated 5 years ago
- ☆29Jul 8, 2024Updated last year
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 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.
- Physics-informed neural networks package☆347Jul 20, 2022Updated 3 years ago
- A collection of tools based on Computational Singular Perturbation for the analysis of chemically reacting systems☆30Jan 21, 2026Updated 4 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆61Jul 14, 2025Updated 10 months ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- ☆47May 18, 2022Updated 4 years ago
- [Chemical Engineering Research and Design] This work serves as a first step to develop a foundation model for generic chemical reactor mo…☆16Mar 21, 2026Updated 2 months ago
- Creates C and CUDA analytical Jacobians for chemical kinetics ODE systems☆56Feb 7, 2022Updated 4 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- ☆22Feb 21, 2024Updated 2 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.
- ☆53Feb 25, 2023Updated 3 years ago
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆21Nov 18, 2024Updated last year
- POD-PINN code and manuscript☆59Nov 10, 2024Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆41May 12, 2022Updated 4 years ago
- Premixed turbulent combustion solver☆30Nov 19, 2025Updated 6 months ago