SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients
☆24Apr 7, 2025Updated last year
Alternatives and similar repositories for SK-PINN
Users that are interested in SK-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:
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆20Jul 30, 2024Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 7 months ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 6 months ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 years ago
- ☆12Mar 27, 2020Updated 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.
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- ☆20Dec 22, 2025Updated 5 months ago
- ☆43Jun 18, 2023Updated 2 years ago
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 2 years ago
- This is the code of my master thesis.☆212Feb 7, 2026Updated 3 months ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated 2 weeks ago
- ☆17May 20, 2024Updated 2 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆25Jun 7, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago
- ☆18Jun 6, 2023Updated 2 years ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 5 months ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆60May 16, 2024Updated 2 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆48Mar 2, 2026Updated 2 months ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆33Nov 26, 2025Updated 6 months ago
- Basic implementation of physics-informed neural network with pytorch.☆98Sep 26, 2022Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆48Jan 12, 2023Updated 3 years ago
- ☆31Oct 21, 2024Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆42Jun 21, 2024Updated last year
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆20Sep 6, 2023Updated 2 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- ☆54Aug 19, 2025Updated 9 months 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 simple tool to convert mesh created from Gmsh to XDMF for use in FEniCS☆18May 15, 2021Updated 5 years ago
- Open source echographic image cleaning package. This package provides the tools to automatically remove watermarks, crop the echographic …☆14Sep 12, 2024Updated last year
- ☆12Jan 28, 2026Updated 4 months ago
- Efficient Matlab Implementation of Adaptive Mesh Coarsening in 2D☆13Sep 14, 2020Updated 5 years ago
- ☆23Oct 23, 2020Updated 5 years ago
- ☆14Jan 9, 2025Updated last year
- ☆19Jan 22, 2024Updated 2 years ago