Ensembe PINN for improved inverse modeling
☆11Apr 26, 2023Updated 3 years ago
Alternatives and similar repositories for ensemble-PINN-inverse
Users that are interested in ensemble-PINN-inverse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We proposed the simple adaptive activation functions deep neural networks. The proposed method is simple and easy to implement in any neu…☆12Feb 1, 2023Updated 3 years ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- ☆22Apr 21, 2023Updated 3 years ago
- ☆16Oct 29, 2023Updated 3 years ago
- ☆28Dec 10, 2023Updated 2 years ago
- 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.
- ☆20May 29, 2021Updated 5 years ago
- PINN paper that will be submitted to Journal of Computational Science☆13Sep 11, 2026Updated last month
- Source Code of SPE-182614-MS☆10Jan 15, 2020Updated 6 years ago
- Code for the blog post☆12Jan 15, 2021Updated 5 years ago
- ☆17Apr 2, 2023Updated 3 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆115Apr 15, 2022Updated 4 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
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆19May 11, 2022Updated 4 years ago
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Nov 7, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the implementation of the PI-UNet for HSL-TFP☆29Feb 19, 2023Updated 3 years ago
- 2D 3T PINNs for solving 2-D 3-T heat conduction equations☆12Mar 17, 2025Updated last year
- Thermo-Hydraulic Energy Resource Modelling for Application and Development and is a MATLAB program solving flow and heat transport in fra…☆42Apr 26, 2018Updated 8 years ago
- Carbon Capture and Sequestration (CCS) has been proposed as a promising and necessary technology for mitigating CO2 and the effects of an…☆35Aug 30, 2026Updated 2 months ago
- Library for simulations of dispersed fluid-particle multiphase flows using the (filtered) Two-Fluids formulation.☆11Aug 1, 2020Updated 6 years ago
- Physics-informed learning of governing equations from scarce data☆171Jul 19, 2023Updated 3 years ago
- ☆50May 18, 2022Updated 4 years ago
- ☆11Mar 31, 2024Updated 2 years ago
- Lightcone generation from the IllustrisTNG simulations☆11May 11, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Practical Python tools for oil and gas production data analysis including decline curve analysis, and pressure & rate transient analysis.☆14Oct 13, 2026Updated 3 weeks 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
- Optimal forecast reconciliation with time series selection☆10Oct 23, 2024Updated 2 years ago
- Stanford Rock Physics & Borehole Geophysics (SRB) Digital Rock Physics (DRP) Toolbox. The codes include image creation, alteration, and c…☆32Jul 25, 2018Updated 8 years ago
- 计算中国偏度指数(CBOE skew index)☆15May 23, 2021Updated 5 years ago
- A fast GPU based bispectrum estimator implemented using JAX☆12Sep 14, 2026Updated last month
- Solutions to Exercise questions in book - ''Introduction to Programming Using Python'' by Y.Daniel LIANG☆11Feb 24, 2018Updated 8 years ago
- Discretization methods for porous media flow problems.☆12Jan 10, 2023Updated 3 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 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.
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆155Oct 18, 2019Updated 7 years ago
- ☆20Jul 9, 2025Updated last year
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆29Aug 3, 2024Updated 2 years ago
- 油藏数值模拟☆12Apr 3, 2018Updated 8 years ago
- ☆12Feb 25, 2022Updated 4 years ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆27Mar 30, 2026Updated 7 months ago
- Fast Multipole Method implementation for the acceleration of the Boundary Element Method numerical solution of the Laplace equation☆16Apr 2, 2022Updated 4 years ago
Are these results useful?