AK
Anuj Karpatne
Principal Investigator
Virginia Tech
I'm working on
8 months ago
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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AK
Anuj Karpatne
Principal Investigator
Virginia Tech
Work experience
Principal Investigator
Assistant Professor
2018 - 2023
Top industry applications
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Open to opportunities in
Artificial IntelligenceBiological Fluid DynamicsComplex SystemsComputer ScienceData ScienceEcology
Last updated Feb 2026
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