Fast and flexible physics-based battery models in Python
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Apr 20, 2026 - Python
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pybamm
Here are 14 public repositories matching this topic...
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).
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May 30, 2021 - Jupyter Notebook
sim — a CLI runtime that lets LLM agents launch, drive, and observe CAD/CAE simulators through one protocol
simulation matlab cad cfd openfoam physics-simulation cae ai-agents comsol ansys-fluent pybamm pyfluent llm-tools llm-agents agent-runtime
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Apr 19, 2026 - Python
An automated Twitter Bot that Tweets random Battery Simulations and replies to requested Battery Simulations.
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Nov 24, 2025 - Python
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
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Apr 20, 2026 - Jinja
pybamm.org website source code
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Apr 20, 2026 - HTML
C/C++ solvers used by PyBaMM, and their Python bindings
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Mar 30, 2026 - C++
A comprehensive simulation platform integrating vehicle dynamics, environment emulation, body controls, and battery management for holistic testing and validation of automated vehicles.
python numpy pygame ros scipy physical-modeling electric-vehicles real-time-simulation battery-management-system vehicle-dynamics automated-vehicles body-controls pybamm state-of-charge state-of-health testing-environment vehicle-simulation environment-emulation vehicle-modeling middleware-integration
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Aug 20, 2023 - Python
Sandbox to develop, test and compare Kalman Fitler-enabled estimation techniques for state of charge of a sample lithium-ion battery, utilizing transient signals to predict state across points in time.
open-source simulation modeling jupyter-notebook data-analysis kalman-filtering kalman-filter energy-storage modeling-and-simulation lithium-ion-batteries pybamm battery-management state-of-charge state-of-health battery-state-estimation
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Jan 21, 2025 - Jupyter Notebook
Battery management system using Python Flask on Raspberry Pi, facilitating real-time ESP32 communication via MQTT and Socket.IO, and applied PyBaMM with ML-driven SOC/SOH prediction using DFN modeling.
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Mar 3, 2026 - Python
[WORK IN PROGRESS] an attempt to run PyBaMM simulations in the browser via Pyodide 🌐
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Nov 20, 2024
Questions about electrochemistry and batteries supported by physics-based models and synthetic data.
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Jan 12, 2025 - Jupyter Notebook
A tool that visualizes PyBaMM lithium-ion battery simulations.
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Sep 17, 2025 - Python
MCP server for scientific simulation documentation (PyBaMM, Cantera, and more)
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Oct 22, 2025 - Python
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