karianne's picture

Karianne Bergen

Harvard University
Data Science Initiative Postdoctoral Fellow

Expertise: Applied Mathematics, Machine Learning, Data Mining
About Me Publications
Yoon, C., Bergen, K., Rong, K., Elezabi, H., Bailis, P., Levis, P., & Beroza, G. C. (2017, 08). Efficient blind search for small similar-waveform earthquakes in a decade of continuous seismic data (2007-2017) in coastal central California . Poster Presentation at 2017 SCEC Annual Meeting. SCEC Contribution 7749
Bergen, K., Yoon, C. E., & Beroza, G. C. (2016, 10). Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection. Poster Presentation at SISAP 2016: 9th International Conference on Similarity Search and Applications. SCEC Contribution 6325
Bergen, K. J., & Beroza, G. C. (2018). Detecting Earthquakes over a Seismic Network using Single-Station Similarity Measures. Geophysical Journal International, 213(3), 1984–1998. SCEC Contribution 7955
Yoon, C., O'Reilly, O., Bergen, K., & Beroza, G. C. (2015). Earthquake detection through computationally efficient similarity search. Science Advances, 1(11), e1501057-e1501057. doi: 10.1126/sciadv.1501057. SCEC Contribution 7915

Last updated May 20, 2018.