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Michael Steinbach — most-cited papers & profile · AI for Science
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·
overview
Michael Steinbach
4
papers ·
143
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
2020 · 68 citations
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles
2020 · 41 citations
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes
2018 · 34 citations
Top co-authors
Jared Willard
· 3
Vipin Kumar
· 3
Xiaowei Jia
· 3
Anuj Karpatne
· 2
Hilary A Dugan
· 1
Jacob A Zwart
· 1
Jordan Read
· 1
Jordan S Read
· 1
Paul C Hanson
· 1
Shaoming Xu
· 1
Topics
Physics ML
Climate & Weather
Ecology
Materials