☆42May 8, 2020Updated 6 years ago
Alternatives and similar repositories for Optimally-Weighted-PINNs
Users that are interested in Optimally-Weighted-PINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using NVIDIA modulus for airfoil optimizations at different angles.☆27Apr 5, 2023Updated 3 years ago
- Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)☆22Aug 10, 2022Updated 4 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆18Sep 7, 2023Updated 3 years ago
- ☆11Jan 5, 2021Updated 5 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆97May 11, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆10Dec 17, 2019Updated 6 years ago
- DiffNet: A FEM based neural PDE solver package☆12Apr 9, 2024Updated 2 years ago
- PINN paper that will be submitted to Journal of Computational Science☆13Sep 11, 2026Updated last month
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 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
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆191Feb 25, 2021Updated 5 years ago
- Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1…☆22Aug 22, 2018Updated 8 years ago
- Convergence and error analysis of PINNs☆13May 6, 2024Updated 2 years ago
- ☆63Jul 24, 2019Updated 7 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.
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated 2 years ago
- ☆76Jan 18, 2024Updated 2 years ago
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 4 years ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 3 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆300Oct 12, 2021Updated 5 years ago
- source code of learning to discretize solving 1d scalar conservation laws via deep reinforcement learning☆15Feb 2, 2021Updated 5 years ago
- Solving High Dimensional Partial Differential Equations with Deep Neural Networks☆33Dec 21, 2021Updated 4 years ago
- randomized QB factorization for fixed-precision low-rank matrix approximation☆14Apr 23, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 5 years ago
- jupyter notebooks for the neural nets and differential equation paper☆28Apr 22, 2021Updated 5 years ago
- ☆274Oct 14, 2021Updated 5 years ago
- A simple Linux command-line utility which submits a job to one of the multiple GPU servers☆12Aug 16, 2024Updated 2 years ago
- ☆21Feb 27, 2026Updated 8 months ago
- The mechanoChemIGA code is an isogeometric analysis based code used to solve the partial differential equations describing solid mechanic…☆14Oct 15, 2020Updated 6 years ago
- Research experiments☆10Mar 3, 2025Updated last year
- PINN, DGM and DRM☆20Jul 3, 2023Updated 3 years ago
- Multi Fidelity Monte Carlo☆25Feb 8, 2020Updated 6 years 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.
- ☆11Mar 31, 2021Updated 5 years ago
- HArD::Core2D (Hybrid Arbitrary Degree::Core 2D) - Library to implement schemes with edge and cell polynomial unknowns on 2D generic meshe…☆12Jan 29, 2026Updated 9 months ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆44Feb 1, 2023Updated 3 years ago
- ☆18Nov 16, 2020Updated 5 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆96Aug 26, 2025Updated last year
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- ☆14May 5, 2019Updated 7 years ago