This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue laser-directed energy deposition"
☆28Aug 3, 2024Updated 2 years ago
Alternatives and similar repositories for Transfer-learning-based-PINN
Users that are interested in Transfer-learning-based-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:
- PINN Research Benchmark☆15Mar 30, 2026Updated 5 months ago
- This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing t…☆22Jun 26, 2024Updated 2 years ago
- ☆32Oct 28, 2024Updated last year
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 4 months ago
- ☆50May 18, 2022Updated 4 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.
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- In recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to …☆13Nov 23, 2025Updated 10 months ago
- Course slides☆12Jan 14, 2025Updated last year
- This is the implementation of the PI-UNet for HSL-TFP☆29Feb 19, 2023Updated 3 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 4 years ago
- ☆18Nov 26, 2024Updated last year
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆21Jan 15, 2022Updated 4 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆46Nov 11, 2024Updated last year
- 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.
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆17Aug 18, 2022Updated 4 years ago
- Solving of the heat transfer equation (by explicit method) for 1d, 2d and 3d cases. 1d and 2d works well for all kind of conditions (1, 2…☆15Feb 12, 2023Updated 3 years ago
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆29Sep 20, 2022Updated 4 years ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated 2 years ago
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆65Jan 24, 2024Updated 2 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆31Sep 13, 2022Updated 4 years ago
- ☆16Jul 17, 2022Updated 4 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated 2 years ago
- ☆22Apr 21, 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.
- Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning☆11Sep 15, 2026Updated last week
- Physics-informed radial basis network☆43May 20, 2024Updated 2 years ago
- ☆11Jan 5, 2021Updated 5 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- A repository for solving heat equation in a rectangular fin with Physics Informed Neural Networks and Surrogate Models.☆13Dec 12, 2022Updated 3 years ago
- A Physics-Informed and Data-Driven Framework for Robotic Welding in Manufacturing☆16Apr 21, 2025Updated last year
- Physics Informed Neural Network for Time Series Forecasting☆14Jun 1, 2023Updated 3 years ago
- ☆11Aug 30, 2023Updated 3 years ago
- ☆11Mar 25, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code and datasets for paper "Assessing Weighted Physics Informed Neural Networks in Ocean Modelling"☆12Dec 9, 2022Updated 3 years ago
- Heat Equation FEM and PINN solver☆12Apr 24, 2022Updated 4 years ago
- virtual element method for space-time dynamic analysis☆15Mar 18, 2025Updated last year
- ☆17Jul 11, 2025Updated last year
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆18Jan 9, 2022Updated 4 years ago