Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law
☆20Feb 13, 2026Updated 3 weeks ago
Alternatives and similar repositories for PINN-CV
Users that are interested in PINN-CV are comparing it to the libraries listed below
Sorting:
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆20Jun 19, 2024Updated last year
- PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).☆23Oct 12, 2021Updated 4 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 2 years ago
- Applied project based on PINNs. The physical problem is sound propagation underwater&Helmholtz equation.☆14Oct 14, 2021Updated 4 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 2 years ago
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆16Apr 26, 2022Updated 3 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- ☆12Aug 22, 2025Updated 6 months 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
- ☆19Oct 17, 2021Updated 4 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆23May 9, 2021Updated 4 years ago
- Solving PDEs with quantum algorithms: A tutorial at IEEE QCE 2023☆24Sep 26, 2023Updated 2 years ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆27Jul 26, 2024Updated last year
- A repo to learn and curate PINN☆33May 10, 2024Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆31Dec 4, 2024Updated last year
- Python Cyclic Voltammetry Simulator based on MECSim☆26May 24, 2021Updated 4 years ago
- Tensoflow 2 implementation of physics informed deep learning.☆27Sep 12, 2020Updated 5 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆69May 8, 2022Updated 3 years ago
- Research/development of physics-informed neural networks for dynamic systems☆32Nov 25, 2024Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆33Aug 2, 2022Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆40Jun 24, 2022Updated 3 years ago
- 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
- Code associated with: AutoStepfinder: A fast and automated step detection method for single-molecule analysis Luuk Loeff, Jacob W J Kerss…☆10Jun 12, 2024Updated last year
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Apr 14, 2023Updated 2 years ago
- ☆16Nov 2, 2025Updated 4 months ago
- ☆34Dec 8, 2022Updated 3 years ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆36Jan 15, 2024Updated 2 years ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆84Jul 15, 2022Updated 3 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Apr 7, 2024Updated last year
- 🧠 A sample app to integrate react-native and open ai☆11Jan 1, 2023Updated 3 years ago
- Python code for the simulation of Cu2ZnSnS4/CdS thin film solar cells with the aim of optimising efficiency by varying layer depths and d…☆10Jul 25, 2020Updated 5 years ago
- ☆17Apr 18, 2024Updated last year
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- openASO is a project designed to identify regulatory regions of an RNA that can be targeted by antisense oligonucleotides.☆10Sep 30, 2021Updated 4 years ago
- Go SDK for the Bare Metal Cloud API☆14Dec 20, 2025Updated 2 months ago
- Competitive Physics Informed Networks☆32Sep 21, 2024Updated last year
- Machine learning appoaches for the classification of Equivalent Circuit Models based on Electrochemical Impedance Spectroscopy data☆48Aug 5, 2024Updated last year
- 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
- Implementation of a Systolic Array based sorting engine on an FPGA using Verilog☆11May 11, 2017Updated 8 years ago