Research output per year
Research output per year
Personal profile
Keywords
- Earthquakes
- Seismology
- Volcanology
- Volcano Monitoring
- Machine Learning
- Statistical Signal Processing
- Wavelets
- Geophysical Inversion
- Statistics
- Data Science
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Dive into the research topics where Sacha Lapins is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
- 4 Article (Academic Journal)
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A Little Data goes a Long Way: Automating Seismic Phase Arrival Picking at Nabro Volcano with Transfer Learning
Lapins, S., Goitom, B., Werner, M., Kendall, J. M., Cashman, K. V. & Hammond, J. O. S., 28 Jun 2021, In: Journal of Geophysical Research: Solid Earth. 23 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile85 Downloads (Pure) -
An examination of the continuous wavelet transform for volcano-seismic spectral analysis
Lapins, S., Roman, D. C., Rougier, J., De Angelis, S., Cashman, K. V. & Kendall, J. -M., 1 Jan 2020, In: Journal of Volcanology and Geothermal Research. 389, 21 p., 106728.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile9 Citations (Scopus)24 Downloads (Pure) -
Application of machine learning to microseismic event detection in distributed acoustic sensing data
Stork, A. L., Baird, A. F., Horne, S. A., Naldrett, G., Lapins, S., Kendall, J. -M., Wookey, J., Verdon, J. P., Clarke, A. & Williams, A., 17 Aug 2020, In: Geophysics. 85, 5, p. KS149–KS160 12 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile17 Citations (Scopus)198 Downloads (Pure)
Thesis
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Detecting and characterising seismicity associated with volcanic and magmatic processes through deep learning and the continuous wavelet transform
Author: Lapins, S., 2 Dec 2021Supervisor: Kendall, M. (Supervisor), Cashman, K. V. (Supervisor) & Werner, M. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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