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Karianne Bergen

Harvard University
Data Science Initiative Postdoctoral Fellow

Expertise: Machine Learning, Data Mining, Computational and Applied Mathematics
About Me Publications
I am a Data Science Initiative Postdoctoral Fellow in Computer Science at Harvard University and an incoming assistant professor at Brown University. My work has focused on machine learning for pattern recognition and discovery in large, complex sensor data sets, with recent applications to earthquake detection. My research interest is in scientific machine learning, including knowledge-guided and interpretable learning for the physical sciences.

I received my Sc.B. in Applied Mathematics from Brown University and my M.Sc. and Ph.D. in Computational and Mathematical Engineering from Stanford University. I previously worked as a data scientist at MIT Lincoln Laboratory.