Machine Learning, Data Science, Ecology, Environmental Systems
I'm looking for
10 months ago
collaboration with scientific experts from diverse disciplines interested in harnessing the power of AI for real-world scientific problems that require us to rethink the assumptions that go into AI/ML models inspired by scientific knowledge.
About
I am an Associate Professor in Computer Science at Virginia Tech (VT), where I also serve as a College of Engineering (COE) Faculty Fellow and Dean’s Fellow. A key focus of my research is to advance the field of knowledge-guided machine learning for applications in several domains including climate science, hydrology, ecology, geophysics, trait-based biology, mechanobiology, quantum mechanics, and fluid dynamics. I received the NAIRR Pilot Award in 2024 for which I was invited to speak at the White House and the NSF CAREER Award in 2023. I am also a co-author of the second edition of the textbook, “Introduction to Data Mining”, and the lead editor of the first comprehensive book on “Knowledge-guided Machine Learning”. To learn more, see my homepage: https://anujkarpatne.github.io/
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