Sacha Lapins

Sacha Lapins

Volcanology Seismology Deep Learning Signal Processing

Leverhulme Early Career Research Fellow at the
School of Earth Sciences,
University of Bristol

A Little Data Goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning

Published in Journal of Geophysical Research: Solid Earth, 2021-06-28

Lapins, S., Goitom, B., Kendall, J-M., Werner, M.J., Cashman, K.V., Hammond, J.O.S. (2021). "A Little Data goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning." Journal of Geophysical Research: Solid Earth. 126(7). https://doi.org/10.1029/2021JB021910.

NB: This article also appears in the special issue: Machine Learning for Solid Earth Observation, Modeling, and Understanding.