taosiyi

LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

battery-forecasting

BatteryML

PCSeqLearning

Representation Learning for Object Detection from Unlabeled Point Cloud Sequences

DTW-Li-ion-Diagnosis

EECS498-Deep-Learning-for-Computer-Vision

A course offered by Justin Johnson from the University of Michigan

SuperRes

Super-resolution of multiphase materials by combining complementary 2D and 3D image data using generative adversarial networks

SliceGAN

Life-long-learning

I am a beginner who loves programming. I want to record and share my learning process. If there is something wrong, please discuss and point it out. Let's learn together and make progress together!

ML-identify-battery-degradation

PINN-Battery-Prognostics

State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).

battery-charging-data-of-on-road-electric-vehicles

piecewise-linear-rul

Code repository for the paper "Piecewise-linear modelling with automated feature selection for Li-ion battery end-of-life prognosis"

battery-thermal-characterisation

Code repository for paper "Anisotropic thermal characterisation of large-format lithium-ion pouch cells"

kneepoint-review

Collaborative knee point review paper

SolventSeg

Code repository for 'Current-driven solvent segregation in lithium-ion electrolytes'

Spectral_li-ion_SPM

Spectral li-ion SPM is a MATLAB code that solves the so-called lithium-ion battery Single Particle Model (SPM) using spectral numerical methods.

DRT-python-code

Python code for calculation of DRT from impedance data

EIS-DRT

Estimating DRT from EIS

DRTtools

An intuitive MATLAB GUI to compute the DRT

PyBaMM

Fast and flexible physics-based battery models in Python

PSO

粒子群优化算法

shap

A game theoretic approach to explain the output of any machine learning model.

battery-fast-charging-optimization

This repository contains much of the data, code, and visualizations associated with this manuscript:

libsvm

LIBSVM -- A Library for Support Vector Machines

ICA-reconstruction-ISCIENCE-D-21-01727

Code and Data for ISCIENCE-D-21-01727

CNN-ASTLSTM

Code for paper "An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery"

gaussian-process-regression

高斯过程回归

battery-parameter-spaces

Battery fast-charging parameter spaces

automate-Arbin-schedule-file-creation

Arbin schedule file automation from CSV