Pinned Repositories
AutoECM
Machine learning appoaches for the classification of Equivalent Circuit Models based on Electrochemical Impedance Spectroscopy data
battery_capacity_from_eis
BLAST-Lite
SISSORegressor_MATLAB
A data-driven method combining symbolic regression and compressed sensing toward accurate & interpretable models.
bayes-drt
Hierarchical Bayesian methods for inversion of electrochemical impedance spectroscopy (EIS) data
microstructure-inpainter
Two approaches to inpainting microstructure with deep convolutional generative adversarial networks
pygamry
A Python package for customized electrochemical experiments with Gamry potentiostats
revisit-severson-et-al
Repository for the paper "Statistical learning for accurate and interpretable battery lifetime prediction"
simple_drt_lasso
Simple Distribution of Relaxation Times optimization from https://doi.org/10.1021/acs.jpcc.3c00770
SliceGAN
pauljgasper's Repositories
pauljgasper/revisit-severson-et-al
Repository for the paper "Statistical learning for accurate and interpretable battery lifetime prediction"
pauljgasper/bayes-drt
Hierarchical Bayesian methods for inversion of electrochemical impedance spectroscopy (EIS) data
pauljgasper/microstructure-inpainter
Two approaches to inpainting microstructure with deep convolutional generative adversarial networks
pauljgasper/pygamry
A Python package for customized electrochemical experiments with Gamry potentiostats
pauljgasper/simple_drt_lasso
Simple Distribution of Relaxation Times optimization from https://doi.org/10.1021/acs.jpcc.3c00770
pauljgasper/SliceGAN