Sacha Lapins

Application of machine learning to microseismic event detection in distributed acoustic sensing data

A. Stork, Alan F. Baird, Steve Horne et al. · Geophysics · 2020 · 88 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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

Sacha Lapins, Berhe Goitom, J. M. Kendall et al. · Journal of Geophysical Research Solid Earth · 2021 · 65 citations · Full text

Convolutional Neural Network, Volcanology, Machine Learning +21

An examination of the continuous wavelet transform for volcano-seismic spectral analysis

Sacha Lapins, Diana C. Roman, J Rougier et al. · Journal of Volcanology and Geothermal Research · 2019 · 41 citations

Geophysics, Volcano Monitoring, Earthquake Engineering +13

DAS-N2N: machine learning distributed acoustic sensing (DAS) signal denoising without clean data

Sacha Lapins, Antony Butcher, J. M. Kendall et al. · Geophysical Journal International · 2023 · 37 citations · Full text

Engineering, Machine Learning, Autoencoders +17

Lower‐Crustal Seismicity on the Eastern Border Faults of the Main Ethiopian Rift

Sacha Lapins, J. M. Kendall, Atalay Ayele et al. · Journal of Geophysical Research Solid Earth · 2020 · 18 citations · Full text

Engineering, Fault Geology, Earthquake Hazards +21