Fast and flexible physics-based battery models in Python
-
Updated
Mar 16, 2026 - Python
#
battery-models
Here are 11 public repositories matching this topic...
Sort: Most stars
Sort options
Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems
-
Updated
Dec 10, 2025 - Python
Code and data for the paper "Systematic derivation and validation of a reduced thermal-electrochemical model for lithium-ion batteries using asymptotic methods" by Brosa Planella et al. (2021).
-
Updated
May 30, 2021 - Jupyter Notebook
cideMOD solves DFN physicochemical equations by Finite Element methods using FEniCS library. It enables doing physics-based battery simulations with a wide variety of use cases, from different drive cycles to studies of the SEI growth under storage conditions. Thermal and degradation models can be used to obtain more realistic predictions.
-
Updated
Jun 19, 2024 - Python
Create reduced-order state-space models for lithium-ion batteries utilising realisation algorithms.
-
Updated
Aug 18, 2024 - Julia
A copier template for battery modeling projects using PyBaMM
python simulation cookiecutter cookiecutter-python solvers copier batteries cookiecutter-template copier-template pybamm battery-models copier-python
-
Updated
Mar 9, 2026 - Jinja
Supporting material for the review of continuum models by Brosa Planella et al (2022).
-
Updated
Jul 25, 2022 - Jupyter Notebook
C/C++ solvers used by PyBaMM, and their Python bindings
-
Updated
Mar 12, 2026 - C++
Redox flow battery electrochemical cycling models in Python
-
Updated
Jun 26, 2024 - Python
Tinkering on neural networks for battery modeling and agent-based operating adventures
-
Updated
Jul 22, 2024 - Python
Improve this page
Add a description, image, and links to the battery-models topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the battery-models topic, visit your repo's landing page and select "manage topics."