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This repository contains the data and scripts necessary to reproduce the results presented in the paper: **"Scalable molecular simulation of electrolyte solutions with quantum chemical accuracy"** …
An open-source platform for automated storage of battery data with advanced metadata support
This repository contains the python code, redash image, and SQL queries to build a site like BatteryArchive.org on any Linux computer.
Graphic user interface (GUI) for the battery database.
A module for extracting, transforming, and loading battery cycler data to a database.
Open-Source Battery Monitoring & Modeling Resources
Optimising Artificial SEI Formation in Li-S Batteries
Bayesian Optimal Experimental Design (OED) implementation for the Single-Particle Model with electrolyte (SPMe) Li-ion battery parameter inference problem.
Data-driven search for best electrolyte composition for long battery cycle life
Generative Physics-Aware kMC surrogate for Electrolyte Modeling
• Aimed towards solving the tedious task of finding the coordination energies of batteries by using machine learning models
Building MD simulations for polymer electrolyte system
This repository holds the codes used for the paper "Machine Learning-Assisted Bayesian Optimization for Discovery of Effective Additives for Dendrite Suppression in Lithium Metal Batteries"
Optimization of LIBs electrolyte using one shot active learning
Python code for running Bayesian optimization with high-throughput experiments for electrolyte optimization
Workflow for Solid Electrolyte Interface (SEI) model within Active Learning approach
Repository for predicting conductivities through Arrhenius parameters for polymer electrolytes.
BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field designed for precise and efficient electrolyte simulations.
A collection of notebooks in support of the publication "A Database of Experimentally Measured Lithium Solid Electrolyte Conductivities Evaluated with Machine Learning"
Workflow tools for electrolyte design project
Electrolyte-Screening for battery materials
Database of electrolytes and their properties
This programming codes are written for a research paper entitled "Levelized cost of driving for medium and heavy-duty battery electric trucks" in R. The codes are "Licensed under the Academic Free …
Very simple battery cost estimation. includes cell manufacturing cost and battery cost
Battery Opportunity Cost Minimisation
Interactive model of cost sources for lithium-ion batteries, using Django + MySQL for full-stack web app development. See live demo at bit.ly/batterycost.
Related cost model source code of the publication "Cost modeling for the GWh-scale production of modern lithium-ion battery cells"