Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems
☆62Dec 10, 2025Updated 4 months ago
Alternatives and similar repositories for PINNSTRIPES
Users that are interested in PINNSTRIPES 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 network trained to provide the evolution of lithium concentration in active material particles in both electrodes…☆22Apr 30, 2024Updated last year
- Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"☆31Apr 20, 2023Updated 2 years ago
- ☆35Nov 20, 2023Updated 2 years ago
- ☆11Sep 21, 2021Updated 4 years ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆22Feb 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Self-developed ECM model, for learning purpose.☆19Jan 13, 2022Updated 4 years ago
- ☆52Jun 3, 2023Updated 2 years ago
- Code and data for the paper "Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries us…☆43May 30, 2021Updated 4 years ago
- A code library for reading and preprocessing public battery dataset☆162Oct 16, 2025Updated 5 months ago
- Compilation and summary of research articles utilizing the XJTU battery dataset, including detailed records of results for easy compariso…☆54Apr 2, 2026Updated last week
- ☆15Sep 24, 2021Updated 4 years ago
- ☆17Dec 30, 2023Updated 2 years ago
- Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.☆28Jan 30, 2023Updated 3 years ago
- State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).☆273Sep 5, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official implementation of Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting.☆17Jan 4, 2025Updated last year
- A state-of-health (SOH) estimator based on battery impedance and the unscented Kalman filter (UKF).☆10May 7, 2025Updated 11 months ago
- A physics-informed neural network for battery SOH estimation☆414Oct 16, 2024Updated last year
- 3R2C Resistor Capacitor Model for simplified building thermal simulation.☆11May 21, 2024Updated last year
- ☆719Dec 18, 2024Updated last year
- Code used for the paper 'Lithium-Ion Battery Management System with Reinforcement Learning for Balancing State of Charge and Cell Tempera…☆21May 9, 2023Updated 2 years ago
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆13Aug 27, 2023Updated 2 years ago
- MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batte…☆133Mar 11, 2024Updated 2 years ago
- ☆10Aug 21, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- SLIDE is C++ code that simulates degradation of lithium ion cells. It extends the single particle model with various degradation models f…☆136Feb 10, 2026Updated 2 months ago
- Using particle filtering algorithm to estimate the residual life of lithium ion batteries, the university of Maryland public data set is …☆33Sep 19, 2023Updated 2 years ago
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 years ago
- Parameterizes a 1st, 2nd or 3rd order ECM using two methods.☆21Oct 24, 2024Updated last year
- ☆26Dec 25, 2024Updated last year
- ☆27Sep 15, 2025Updated 6 months ago
- ☆24Jun 3, 2023Updated 2 years ago
- Electrochemical Impedance Spectra Analysis and Refining Tool☆25Aug 24, 2025Updated 7 months ago
- Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"☆14Apr 3, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Project under CSF407 - AI☆13Jun 24, 2024Updated last year
- ☆15Sep 26, 2022Updated 3 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Apr 4, 2023Updated 3 years ago
- Prediction of battery lifetimes based on a Recurrent Neural Network (RNN) architecture. Data publicly available here: https://doi.org/10.…☆22Jan 7, 2020Updated 6 years ago
- Code: A phase field formulation for dissolution-driven stress corrosion cracking (https://doi.org/10.1016/j.jmps.2020.104254)☆16May 15, 2023Updated 2 years ago
- ☆14Jul 4, 2022Updated 3 years ago
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago