DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations
☆40Nov 20, 2024Updated last year
Alternatives and similar repositories for DAS
Users that are interested in DAS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 5 years ago
- Differential equation neural operator☆22Sep 4, 2023Updated 2 years ago
- Deep finite volume method☆22Jun 26, 2024Updated last year
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆40Jul 12, 2023Updated 2 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆105Oct 24, 2022Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆34Apr 15, 2023Updated 2 years ago
- A Python package for Random Feature Method (RFM)☆29Mar 12, 2026Updated 3 weeks ago
- Fourier Neural Operator☆13May 24, 2023Updated 2 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆13Jun 10, 2023Updated 2 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- ☆21Mar 14, 2023Updated 3 years ago
- ☆50Mar 30, 2026Updated last week
- ☆71Nov 15, 2022Updated 3 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.
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆18Apr 10, 2024Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆28Apr 20, 2024Updated last year
- Reproduce the first two numerical experiments(Pytorch)☆26Jul 30, 2020Updated 5 years ago
- Code for reproducing the paper: RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks☆16May 2, 2022Updated 3 years ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19May 3, 2025Updated 11 months ago
- ☆29Oct 21, 2024Updated last year
- Demo code for PPINN paper: https://www.sciencedirect.com/science/article/pii/S0045782520304357☆11Oct 23, 2020Updated 5 years ago
- ☆30Aug 11, 2022Updated 3 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆89Aug 26, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Apr 18, 2023Updated 2 years ago
- Uncertainty Quantification in the POD-NN framework☆24Sep 10, 2020Updated 5 years ago
- My list of essential Linux applications.☆27Mar 13, 2026Updated 3 weeks ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆118Mar 1, 2022Updated 4 years ago
- MATLAB code for pricing financial derivatives. Uses finite-difference methods to solve a modified version of the Black Scholes equation. …☆12Jun 11, 2018Updated 7 years ago
- Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm☆33Jun 2, 2023Updated 2 years ago
- ☆11Mar 24, 2021Updated 5 years ago
- PLAID (Physics-Learning AI Datamodel), a flexible and extensible framework for representing and sharing datasets of physics simulations☆18Apr 2, 2026Updated last week
- PINNs-Demo☆13Jun 2, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 分布式爬虫小项目，爬取豆瓣TOP250，采用Scrapy、Scrapy-Redis、MongoDB、Flask、Echarts、WordCloud等技术实现☆11Aug 26, 2022Updated 3 years ago
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆12Apr 5, 2023Updated 3 years ago
- Special-purpose numerical integrators for spacecraft attitude dynamics☆14Feb 4, 2016Updated 10 years ago
- ☆15Nov 20, 2023Updated 2 years ago
- Systems biology: Identifiability analysis and parameter identification via systems-biology-informed neural networks☆36Mar 20, 2025Updated last year
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆27Sep 7, 2023Updated 2 years ago
- ☆28Jun 12, 2025Updated 9 months ago