Faculty
Karianne J. Bergen
Assistant Professor of Data Science and Earth, Environmental and Planetary Sciences; Assistant Professor of Computer Science, by courtesy
website | research profile | Google Scholar
contact: karianne_bergen@brown.edu
Postdoctoral fellows
Ph.D. students
Peter Van Katwyk
Ph.D. student in Earth, Environmental and Planetary Sciences, Fall 2021 – present
B.Sc. Geological Sciences, Brigham Young University, Provo, UT
Research Interests: Probabilistic machine learning, Computational geosciences, Uncertainty quantification
Awards: NSF Graduate Research Fellowship (field: Geosciences – Artificial Intelligence)
Anushka Narayanan
Ph.D. student in Earth, Environmental and Planetary Sciences, starting Fall 2023
B.A. Applied Mathematics, Cornell University, Ithaca, NY
Research Interests: Explainable AI, Physics-informed ML, Climate/Weather Modeling and Prediction, STEM educational outreach
Maria Luísa Rocha
Ph.D. student in Earth, Environmental and Planetary Sciences (advisor: Amanda Lynch), Fall 2022 – present
B.Sc. Meteorology, Universidade Federal do Rio de Janeiro, Brazil
Research Interests: Climate Change in the Arctic, Meteorology, Machine Learning
Master’s students
Collaborators and friends of the lab
Baylor Fox-Kemper (Brown EEPS), Manu Di Lorenzo (Brown EEPS), Christopher Earls (Cornell) & SciAI Center community, Andrew Davies (URI), Greg Beroza (Stanford University), Clara Yoon (USGS), Leilani Gilpin (UC Santa Cruz), Eileen Martin (Colorado School of Mines), Qian Yang (UConn) … and more
Group alumni
Zhirui Li
Summer 2022 | Sc.M. Data Science | LinkedIn
Topic: Environmental monitoring
Yijing Gao
Summer 2021 | Sc.M. Data Science | LinkedIn
Topic: Out-of-distribution detection for time series and signals
Qingyan Guo
Summer 2021 | Sc.M. Data Science | LinkedIn
Topic: Out-of-distribution detection for time series and signals
Tianqi Tang
Summer 2021 | Sc.M. Data Science | LinkedIn
DATA 2050 practicum project: Earthquake phase picking with deep scattering networks