BatteryModels

BatteryCost

Battery Cost Model developed in the Viswanathan group at Carnegie Mellon.

ElectrochemicalKinetics.jl

Electrochemical reaction rate modeling and nonequilibrium phase maps (via AD)

electrodep

MOOSE Application for simulation of electrodeposition in Li-ion batteries

Diffthermo_OCV_paper

diffthermo, a python package for thermodynamically consistent OCV model construction

evtol

EVTOL battery sizing and energy consumption estimation scripts

Clio-LabViewControl

Clio-PythonAPI

Clio-NatCommData

asimtools

Optimized workflow management and script handling for atomistic simulations

BattModels.github.io

Venkat Viswanathan's Electrochemical Energy Group at UM

evse-scaling-behavior

Source code and interactive map for "Scaling Behavior for Electric Vehicle Chargers and Road Map to Addressing the Infrastructure Gap"

SEI-interface

Structure files for DFT calculations of SEI (LiF-Li2CO3) interface

BatteriesBase.jl

pnp_kinetics

Solve steady state Poisson-Nernst-Planck equation coupled with high-dimensional rate models for generating high throughput voltammograms.

EEGMark

Benchmarking Suite for EEG Workloads

incepts-website

Incepts Website

scientificML

Core papers (Scientific Machine Learning)

atomistic-potentials

Repo to store interatomic potentials developed through machine learning and corresponding training data

CFx

Python scripts and structure files used in the manuscript "Beyond transition metal oxide cathodes for electric aviation: The case of rechargeable CFx"

DFT-FE-benchmark

repository for running DFT-FE benchmark simulations

EK_paper

Code to do analysis and generate figures in the ElectrochemicalKinetics.jl manuscript

fe-air

Fe-air cost model

GASP-python

Genetic algorithm for structure and phase prediction interfaced to GULP, LAMMPS and VASP.

JAX-TherMo

A demo code for implementation of differentiable thermodynamic modeling in JAX.

li-lfp

MeltNet

A deep neural network predicting melting temperature of alloy with arbitrary composition

mhcd_ttlg

Calculating MHC+DOS+QC rates for twisted trilayer graphene system

P2

trilayer_stacked

Generating DOS and MHC-DOS rates for ABA and ABC stacked trilayer graphene

ttlg_dos

Generating DOS files the twisted trilayer graphene system