Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law
☆20Feb 13, 2026Updated 2 months ago
Alternatives and similar repositories for PINN-CV
Users that are interested in PINN-CV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).☆22Oct 12, 2021Updated 4 years ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆21Jun 19, 2024Updated last year
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 2 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated 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.
- ☆12Apr 18, 2023Updated 3 years ago
- Applied project based on PINNs. The physical problem is sound propagation underwater&Helmholtz equation.☆16Oct 14, 2021Updated 4 years ago
- ☆17May 8, 2023Updated 3 years ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆37Jan 15, 2024Updated 2 years ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆17Apr 26, 2022Updated 4 years ago
- Machine learning code used in "Quantum Chemistry Informed Active Learning to Accelerate the Design and Discovery of Sustainable Energy St…☆12Feb 24, 2020Updated 6 years ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆88Jul 15, 2022Updated 3 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Apr 14, 2023Updated 3 years ago
- An awesome list of open-source battery data (electrochemical, safety, and microstructural), data analysis tools, modeling code, microstru…☆59Feb 2, 2026Updated 3 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆19Oct 17, 2021Updated 4 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆12Jan 27, 2022Updated 4 years ago
- heat equation in tensorflow☆10Feb 14, 2017Updated 9 years ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆25Apr 5, 2023Updated 3 years ago
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 2 years ago
- Package for parsing the contents of Gamry EXPLAIN data (DTA) files☆10Feb 29, 2024Updated 2 years ago
- Interactive Jupyter notebooks that illustrate solutions of linear heat, Laplace, transport, and wave equations☆10Nov 7, 2023Updated 2 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆36Aug 2, 2022Updated 3 years ago
- Solving PDEs with quantum algorithms: A tutorial at IEEE QCE 2023☆24Sep 26, 2023Updated 2 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.
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆25May 9, 2021Updated 4 years ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- Code associated with: AutoStepfinder: A fast and automated step detection method for single-molecule analysis Luuk Loeff, Jacob W J Kerss…☆11Jun 12, 2024Updated last year
- Porosity estimation from RW-PINNs☆17May 6, 2023Updated 3 years ago
- Script version of Soft Potato, the electrochemistry simulator.☆13Dec 17, 2025Updated 4 months ago
- Files related to my Summer of Science Report on Nonlinear Dynamics☆12Oct 11, 2023Updated 2 years ago
- Contains models developed for capacity estimation of batteries using EIS Impedance Curves and CC-CV Charging curves☆10Nov 3, 2022Updated 3 years ago
- A repo to learn and curate PINN☆34May 10, 2024Updated last year
- matlab☆10Feb 17, 2017Updated 9 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.
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆34Mar 22, 2026Updated last month
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆43Jun 24, 2022Updated 3 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 years ago
- Organic Electronic Device Simulator☆15Dec 14, 2019Updated 6 years ago
- Neural multiclass ab initio reconstruction for cryo-EM.☆12Dec 5, 2024Updated last year
- Classical Carleman solution of the viscous Burgers equation, used in https://arxiv.org/abs/2011.03185.☆12Mar 1, 2021Updated 5 years ago
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago