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I am a Professor of Mathematics & Statistics at the University of Vermont, where I direct the Vermont Advanced Computing Center. Along with Peter Sheridan Dodds I run the Computational Story Lab research group at the Vermont Complex Systems Institute.
I received my B.S. in Mathematics & Physics from Bates College in 2001, and a Ph.D. in Applied Mathematics & Scientific Computation from the University of Maryland, College Park in 2006. My early research applied Chaos Theory to improve forecasts made by numerical weather models, and my current work focuses on the dynamics of socio-technical systems.
I am the co-inventor of http://hedonometer.org, an instrument measuring daily happiness based on social media, and have also developed algorithms to identify predictors of depression from Instagram photos. I also lead the Lived Experiences Measured Using Rings Study, a longitudinal experiment incentivizing wellbeing using the Oura ring. My work has received $40M in funding from MassMutual, NSF, NIH, NASA, NOAA, DARPA, DOE, and the MITRE Corporation.
I have co-authored over 150 peer-reviewed publications applying mathematical techniques to many fields including atmospheric science, finance, fluid dynamics, linguistics, literature, and psychology. I received UVM’s Kroepsch-Maurice Excellence in Teaching Award in 2022, and the University Scholar Award in 2024. I have advised over 50 research dissertations including 20 PhD students, 20 MS students, and 15 undergraduate thesis students.