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☆35Jun 7, 2023Updated 3 years ago
- Chemical Reaction Neural Network☆107Sep 16, 2025Updated 10 months 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- fit thermo file to a uniform common T for OpenFOAM☆20Apr 26, 2021Updated 5 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- Basic tutorials of supervised, unsupervised, and reinforcement learning☆26May 5, 2022Updated 4 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
- ☆37Feb 13, 2022Updated 4 years ago
- python scripts to generate table from flamelet solutions☆15Mar 13, 2021Updated 5 years ago
- 高精度有限差分-化学反应CFD☆11Dec 20, 2024Updated last year
- PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).☆22Oct 12, 2021Updated 4 years ago
- Python libraries for model order reduction, clustering and data analysis.☆10May 24, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Differentiable Reacting Flow Simulation Package in PyTorch☆52Oct 26, 2021Updated 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…☆19Mar 21, 2026Updated 4 months ago
- An open-source AMR CFD solver specializing in compressible reacting flows☆15Oct 8, 2025Updated 10 months ago
- ☆12Apr 18, 2023Updated 3 years 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 6 years ago
- OpenFOAM + Cantera☆21Jun 24, 2021Updated 5 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆21Feb 13, 2026Updated 5 months ago
- codes for PINNs☆12Mar 11, 2021Updated 5 years ago
- ☆29Jul 8, 2024Updated 2 years ago
- 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.
- A collection of tools based on Computational Singular Perturbation for the analysis of chemically reacting systems☆31Jan 21, 2026Updated 6 months ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Physics-informed neural networks package☆347Jul 20, 2022Updated 4 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- ☆50May 18, 2022Updated 4 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- ☆55Feb 25, 2023Updated 3 years ago
- Creates C and CUDA analytical Jacobians for chemical kinetics ODE systems☆57Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks☆15Mar 18, 2025Updated last year
- LSTM_MPC(reactive distillation system)☆11Jul 21, 2020Updated 6 years ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆64Jul 14, 2025Updated last year
- Compiling Custom solvers☆15Jul 6, 2019Updated 7 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- The LoadBalancedChemistryModel is derived from DLBFoam (https://github.com/Aalto-CFD/DLBFoam), and integrates the recently developed CKJ…☆14Sep 21, 2025Updated 10 months ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆42May 12, 2022Updated 4 years ago