Stars
A Python implementation of global optimization with gaussian processes.
An open-source parameter estimation tool for the P2D Model. Uses the Particle Swarm Optimisation tool for parameter estimation. Conducts forward simulations of parameter sets using PyBaMM + Casadi …
This repository contains the workflow for creating a bidisperse grain pack and running a uniaxial compaction test on it using LIGGGHTS. Scripts for post-processing (calculating, plotting and visual…
This is an academic adaptation of the LIGGGHTS software package, released by the Department of Particulate Flow Modelling at Johannes Kepler University in Linz, Austria http://www.jku.at/pfm
LiionDB is an interactive database of DFN-type battery model parameters
An intuitive library to extract features from time series. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711020300017
Local version of samba-web, a trainable segmentation web app with deep learning powered labelling
deep-DRT model to deconvolves the DRT from multidimensional EIS data
MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials
A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control
A playbook for systematically maximizing the performance of deep learning models.
Generate plots of: all cycles, specific cycles, and Coulombic efficiency/capacity per cycle. Code runs through Matlab, versions from 2018.
Python version of Gregory Plett's ESCtoolbox
PyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer
Fast and flexible physics-based battery models in Python
Continuum modelling for electrochemical devices.
simulation of Lithium ion batteries using Pseudo two-dimensional (P2D) model
Pseudo-2D Newman-type model of a Li ion battery
A Matlab class to generate pulse-multisine signals and estimate non-linear equivalent circuit models of li-ion batteries
Battery model with simple resistance and thevenin first order equivalent circuit approach