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Vipin Kumar — most-cited papers & profile · AI for Science
← authors
·
overview
Vipin Kumar
6
papers ·
165
citations ·
72
h-index
University of Minnesota
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
Knowledge-guided Machine Learning: Current Trends and Future Prospects
2024 · 10 citations
Top co-authors
Xiaowei Jia
· 4
Anuj Karpatne
· 3
Jared Willard
· 3
Michael Steinbach
· 3
Hilary A Dugan
· 1
Jacob A Zwart
· 1
Jordan Read
· 1
Jordan S Read
· 1
Paul C Hanson
· 1
Shaoming Xu
· 1
Topics
Climate & Weather
Physics ML
Ecology
Materials