Stochastic Physics-Informed Neural Networks: A Moment-Matching Framework for Learning Hidden Physics within Stochastic Differential Equations
☆14Dec 21, 2021Updated 4 years ago
Alternatives and similar repositories for SPINN
Users that are interested in SPINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stochastic Physics-Informed Neural Ordinary Differential Equations☆21Jul 22, 2022Updated 4 years ago
- 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
- ☆12Dec 3, 2024Updated last year
- Tackling the Curse of Dimensionality with Physics-Informed Neural Networks☆16May 17, 2024Updated 2 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
- 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.
- A simple CUDA accelerated material point method simulation.☆10Apr 27, 2020Updated 6 years ago
- ☆15Nov 22, 2022Updated 3 years ago
- A Working Environment for Simulating Ocean Movement and Elemental cycling☆16Feb 11, 2022Updated 4 years ago
- Code for orthogonal neural operator☆17Oct 15, 2023Updated 2 years ago
- ☆11Mar 13, 2021Updated 5 years ago
- Sn neutron transport written mostly in python. For university Sn transport theory class.☆11Aug 23, 2017Updated 8 years ago
- A react component for 3d procedural mesh animations.☆13Feb 11, 2022Updated 4 years ago
- The goal of this application is to develop a LQR based controller to balance an inverted pendulum. This application is developed as part …☆10Mar 3, 2022Updated 4 years ago
- ☆16Oct 25, 2021Updated 4 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.
- Options Pricing using Finite Difference Methods☆16May 24, 2017Updated 9 years ago
- Solving hyperbolic PDEs using the Lax-Wendroff Scheme and a finite volume method.☆11Jun 6, 2018Updated 8 years ago
- Physics Informed Fourier Neural Operator☆31Nov 21, 2024Updated last year
- Little gadgets or project that I made, it could be finished, deprecated or remain to be finish.☆10Mar 15, 2019Updated 7 years ago
- Calculus of Constructions Implementation☆17Dec 20, 2019Updated 6 years ago
- ☆16Sep 28, 2023Updated 2 years ago
- Learning Stochastic Dynamics with Statistics-Informed Neural Network☆11Sep 19, 2022Updated 3 years ago
- Finite element structural analysis using GPU+CUDA☆20Aug 19, 2024Updated last year
- Deploy a persistent web terminal on macOS with ttyd and tmux, secured by Cloudflare Zero Trust Access — browser-based shell with email OT…☆16Jun 13, 2026Updated 2 months 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.
- Source Code for 'Deep Learning with Python, 2nd Edition' by Nikhil Ketkar and Jojo John Moolayil☆16Aug 13, 2024Updated 2 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using C++.☆19Feb 17, 2021Updated 5 years ago
- My personal LaTeX template, with sensible formatting and commands☆16Oct 5, 2022Updated 3 years ago
- Finite Element Method CUDA implementation☆21Dec 6, 2023Updated 2 years ago
- Node and Browser env supported WebAssembly version of fastText: Library for efficient text classification and representation learning.☆14Sep 17, 2024Updated last year
- Cpp Course☆16Jun 25, 2026Updated last month
- library for querying the Johns Hopkins Turbulence Database (JHTDB)☆38Jul 21, 2026Updated 3 weeks ago
- using nn.Transformer() module to accomplish a machine learning demo.☆12Mar 23, 2022Updated 4 years ago
- This repo is to compare Transformer and LSTM on time series forecasting☆16Dec 21, 2021Updated 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.
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆23May 26, 2025Updated last year
- Deep BSDE solver in Pytorch☆14Nov 12, 2024Updated last year
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆42Apr 14, 2023Updated 3 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- Code for "Accurate Differential Operators for Hybrid Neural Fields", accepted at CVPR 2025☆28Jun 5, 2025Updated last year
- take part in icra AI Challenge and electronics design competion☆18May 15, 2019Updated 7 years ago
- ☆13Mar 25, 2026Updated 4 months ago