External Links

Important Links of Pengfei

Scholar

Pengfei Song Google Scholar

Researchgate

Pengfei Song Researchgate

Github

Song921012 (Pengfei Song) Github

Including My Projects Information

Website

Pengfei’s MathBio Blog

Including My CV, Publications, SOTA

Working Github Repos

Notes for 国人: 这里维护三个社区，MathepiaEcosystem, XJTUAI4Science, JuliaEpi

• Mathepia Ecosystem包含开发的核心技术, 它包含核心工具包，项目，nextgeneration教育.
• JuliaEpi有MathepiaModels.jl，便于让全球科研工作者做贡献
• XJTUAI4Science是交大科研团队

Mathepia Ecosystem

Mathepia Ecosystem include core techniques

• 工具包
• 为后世开太平：前沿问题介绍总结
• 为往圣继绝学：生物数学各个小方向介绍

组织主界面Mathematical Epidemiology and Deep Learning

官网Mathepia/Mathepia: Mathepia Ecosystem Official Website

主体包Mathepia/Mathepia.jl: Spatial and temporal epidemiology data mining flow tools including data processing and analysis, model setup and simulation, inference and evaluation. Focusing on state-of-the-art methods such as universal differential equations, epidemiology-informed deep learning methods.

贝叶斯包MathepiaInference.jl: Bayesian inference tools.

数据分析包MathepiaData.jl: Spatial and temporal data preprocessing and analysis tools.

优化包MathepiaOptimal.jl: Optimization, optimal control and optimal transport tools.

传染病模型包JuliaEpi/MathepiaModels.jl: Epidemic spatial and temporal model setup and simulation. Focusing on state of the art epidemiology models such as universal differential equations, epidemiology-informed deep learning models. Part of Mathepia.jl

Packages Collections and Study Resources link:

awesome-sciml: Awesome-spatial-temporal-data-mining-packages.

小方向介绍MathepiaPrograms

Mathepia/MathepiaPrograms: Resources about projects on mathematical biology.

MathepiaTutorial:

Mathepia/MathepiaTutorial

NormalTutorial:

MathEpiDeepLearningTutorial: Tutorials on math epidemiology and epidemiology informed deep learning methods

核心包

Library of Optimisers

XJTUAI4Science

针对交大的组织，会议，讨论班等等

XJTUAI4Science

JuliaEpi

MathepiaModels.jl: Epidemic spatial and temporal model setup and simulation.

Private Github Repos (Personal Views Only)

Books (Private)

Mathepia Book

AI4ScienceBook

StudyBooks and MyProjects(Private)

Song921012/MyStudyBook

WorkingPapers(Privates)

Papers and Notes

Blogs (Private)
MyObsidianNotes

Products Update

Completed Papers and Sponsors and Talks and Reports (Private)

Collection of my completed papers

My Personal Websites (Private)
MyWebsite

科研之友: 科研社交网络服务 (scholarmate.com)

Google 学术搜索

Home Feed | ResearchGate

国家自然科学基金信息系统人员登录平台

教师综合档案数据管理与服务平台

Home - 宋 鹏飞 - 教师个人主页