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Jupyter Notebook 539 121 Updated Dec 18, 2024

SLIDE is C++ code that simulates degradation of lithium ion cells. It extends the single particle model with various degradation models from literature. Users can select which degradation models th…

C++ 119 34 Updated Oct 9, 2024

A Comparative Study of Reduced-order Methods for Solid Phase Lithium-ion Distribution Based on Single Particle Model

MATLAB 9 Updated Jan 13, 2024

📚 Computer Science Books 计算机技术类书籍 PDF

1 Updated Dec 26, 2019

A collection of Python code and Google Colab notebooks that implement classic numerical PDE algorithms (Finite Differences, Finite Elements, Multigrid) and analyze performance. You can open the Goo…

Jupyter Notebook 2 2 Updated Feb 7, 2022

Poisson equation solver with finite difference method and multigrid

MATLAB 59 17 Updated Jan 1, 2018

MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries

Python 68 6 Updated Mar 11, 2024

Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems

Python 28 11 Updated Sep 8, 2024

Kolmogorov Arnold Networks

Jupyter Notebook 15,329 1,439 Updated Jan 19, 2025

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Jupyter Notebook 8,498 1,722 Updated Sep 29, 2024

A Li-ion battery library written in Matlab Simscape language. Battery models include: TSPMeA, TSPMe, TECMD, TECM and a few utility components

MATLAB 50 16 Updated Jan 7, 2024

LeetCode题解,151道题完整版。

TeX 11,314 3,430 Updated Jul 10, 2024

Master programming by recreating your favorite technologies from scratch.

Markdown 328,565 30,443 Updated Sep 3, 2024

《Machine Learning Systems: Design and Implementation》- Chinese Version

TeX 4,194 442 Updated Apr 13, 2024

Fast and flexible physics-based battery models in Python

Python 1,154 577 Updated Jan 25, 2025

Drivecycle simulation of the MFE2017/2018 vehicle

MATLAB 5 2 Updated Nov 9, 2016
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