KGML Workshop resources

created: Yizhou Zhuang, 08/20/2020

last updated: Yizhou Zhuang, 08/20/2020

Knowledge-Guided Machine Learning (KGML) workshop hosted by University of Minnesota

08/18-08/20

KGML website: https://sites.google.com/umn.edu/kgml/home

workshop slides: https://sites.google.com/umn.edu/kgml/workshop#h.o0i1jicvz7k9

workshop videos: https://www.youtube.com/channel/UCMYTOjm4uAI3xKWGY7_7xKA/videos

Tutorials and libraries for Machine Learning topics: https://madewithml.com/

Scientific machine learning software: https://sciml.ai/

A survey paper of ~300 papers related to KGML: https://arxiv.org/abs/2003.04919

Another paper (ML and climate change): https://arxiv.org/pdf/1906.05433.pdf