Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks
☆15Mar 18, 2025Updated last year
Alternatives and similar repositories for PINN_pareto
Users that are interested in PINN_pareto are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆29Sep 20, 2022Updated 4 years ago
- steps to setup a github repository with fpm, and github actions including ford(1) documentation and unit tests☆11Jul 11, 2025Updated last year
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆18Apr 12, 2025Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Sep 19, 2026Updated last month
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 4 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.
- ☆22Apr 21, 2023Updated 3 years ago
- ☆33Jan 7, 2026Updated 9 months ago
- Software for Weighted Orthogonal Distance Regression with Bound Constraints☆15Oct 18, 2026Updated last week
- A modern Fortran statistical library.☆16Oct 13, 2026Updated 2 weeks ago
- An opinionated one-stop shop for new and old Fortran projects, offering seamless compiling, building, packaging, linting, formatting, and…☆14Feb 18, 2025Updated last year
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 3 years ago
- Example of building Python API of a Fortran project (that runs with fpm) with meson☆15Dec 26, 2024Updated last year
- ☆20Jul 9, 2025Updated last year
- ☆17Jun 6, 2023Updated 3 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.
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆66Jul 14, 2025Updated last year
- This repository contains a Genetic Algorithm-based approach to real-time UAV path planning in dynamic, disaster-prone environments. The p…☆13Jun 14, 2025Updated last year
- This is an improved model based on YOLOv8 for target detection from the perspective of drones☆13Jun 20, 2025Updated last year
- 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
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- Multi-task physics-informed neural networks☆25Oct 29, 2022Updated 4 years ago
- The binary version of this meta-heuristic optimizer is used for feature selection process through a wrapper based method. The Optimizer i…☆10Jul 3, 2019Updated 7 years ago
- Dynamic analysis of a slender tower under turbulent wind loading☆14May 4, 2026Updated 5 months ago
- This is a U-Net-based deep learning model, which we call DeepCFD. You can use this model to predict the temperature, velocity, and pressu…☆15Sep 30, 2025Updated last year
- 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.
- Physics Informed Neural Networks: a starting step for CFD specialists☆42May 12, 2022Updated 4 years ago
- Forward mode automatic differentiation for Fortran☆28Dec 4, 2025Updated 10 months ago
- A Matlab implementation of the MPBPSO algorithm, a multi-objective particle swarm optimization algorithm, proposed for key quality featur…☆12May 9, 2024Updated 2 years ago
- Advanced modeling of turbulence in CFD via the integration of Deep Learning technologies (PINNs and SINDy) trained on DNS data allowing a…☆13Sep 10, 2024Updated 2 years ago
- Code for "Learning a neural solver for Parametric PDE to Enhance Physics-Informed Methods", poster at ICLR 2025.☆12Oct 10, 2025Updated last year
- A fortran library of fast functions☆27Jul 16, 2026Updated 3 months ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆26Jul 3, 2023Updated 3 years ago
- A Fortran implementation of high-resolution WENO schemes for hyperbolic conservation equations☆21Aug 8, 2025Updated last year
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆13May 3, 2021Updated 5 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.
- ☆11Aug 13, 2024Updated 2 years ago
- Accurate prediction of the shear strength of the interface between old and new concrete (cold joints) is essential for the design or asse…☆12Sep 2, 2021Updated 5 years ago
- ☆14Apr 26, 2024Updated 2 years ago
- 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
- YOLOv7 Live Detection Application on Node.js☆13Dec 3, 2023Updated 2 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Oct 18, 2019Updated 7 years ago
- ☆47Nov 27, 2023Updated 2 years ago