☆19Jul 9, 2025Updated last year
Alternatives and similar repositories for AutoML-for-PICNN
Users that are interested in AutoML-for-PICNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- Deep-Learning-Based Flow Prediction for CO2 Storage in Shale–Sandstone Formations☆11Jan 27, 2023Updated 3 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆17Jun 10, 2023Updated 3 years ago
- Data preprocess method on Physics-informed neural networks☆28Feb 21, 2025Updated last year
- 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.
- ☆10May 17, 2022Updated 4 years ago
- This repository consists of two-step training DeepONet code.☆13May 22, 2024Updated 2 years ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆33Oct 25, 2022Updated 3 years ago
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Nov 15, 2022Updated 3 years ago
- ☆11Mar 31, 2021Updated 5 years ago
- ☆121Mar 15, 2024Updated 2 years ago
- Code to Paper: On the Apparent Pareto Front of Physics-Informed Neural Networks☆15Mar 18, 2025Updated last year
- Deep finite volume method☆23Jun 26, 2024Updated 2 years ago
- ☆77Nov 15, 2022Updated 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.
- code☆20Sep 8, 2023Updated 2 years ago
- A neural network emulator for BOXFIT☆11Nov 9, 2023Updated 2 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated 2 years ago
- Automatic differentiation based compositional reservoir simulation module☆11Oct 11, 2018Updated 7 years ago
- Physics-informed radial basis network☆43May 20, 2024Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆78Oct 2, 2025Updated 10 months ago
- The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implement…☆121Jul 21, 2026Updated last month
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- ☆25Jul 16, 2026Updated last month
- 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
- 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
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆13May 3, 2021Updated 5 years ago
- AI-CFD hybrid solver.☆18Apr 21, 2026Updated 4 months ago
- Bayesian power spectral analysis tools☆16Jul 18, 2016Updated 10 years ago
- QCPINN: Quantum-Classical Physics-Informed Neural Networks☆25Dec 15, 2025Updated 8 months ago
- Results and analysis scripts for FRB121102 burst analysis.☆12Aug 16, 2021Updated 5 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 复现CICP论文提出的几种改进PINN性能的方法☆27Jul 2, 2025Updated last year
- ☆22Apr 21, 2023Updated 3 years ago
- PINNs with irreversible constraints.☆17Jun 10, 2026Updated 2 months ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆29May 8, 2023Updated 3 years ago
- Modified Meshgraphnets with more features☆62Jan 31, 2025Updated last year
- Official implementation for KDD'25 paper "Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series".☆18Nov 28, 2025Updated 9 months ago
- 这是一个基于 Python 有限元理论，算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago