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Numerical Implementation (Finite Difference) of the Pseudo-two-Dimensional Model for Lithium-ion Batteries
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…
A Comparative Study of Reduced-order Methods for Solid Phase Lithium-ion Distribution Based on Single Particle Model
godjos / CS-Books
Forked from huihut/CS-Books📚 Computer Science Books 计算机技术类书籍 PDF
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…
Poisson equation solver with finite difference method and multigrid
MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries
Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems
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
A Li-ion battery library written in Matlab Simscape language. Battery models include: TSPMeA, TSPMe, TECMD, TECM and a few utility components
Master programming by recreating your favorite technologies from scratch.
《Machine Learning Systems: Design and Implementation》- Chinese Version
Fast and flexible physics-based battery models in Python
Drivecycle simulation of the MFE2017/2018 vehicle