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Léonard Seydoux
Léonard Seydoux
Institut de Physique du Globe de Paris
Dirección de correo verificada de ipgp.fr
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Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning
L Seydoux, R Balestriero, P Poli, M De Hoop, M Campillo, R Baraniuk
Nature communications 11 (1), 1-12, 2020
1502020
Network‐based detection and classification of seismovolcanic tremors: Example from the Klyuchevskoy volcanic group in Kamchatka
J Soubestre, N Shapiro, L Seydoux, J de Rosny, DV Droznin, ...
Journal of Geophysical Research: Solid Earth 123 (1), 564-582, 2018
532018
Detecting seismic activity with a covariance matrix analysis of data recorded on seismic arrays
L Seydoux, NM Shapiro, J de Rosny, F Brenguier, M Landès
Geophysical Journal International 204 (3), 1430-1442, 2016
512016
Pre-processing ambient noise cross-correlations with equalizing the covariance matrix eigenspectrum
L Seydoux, J de Rosny, N Shapiro
Geophysical Journal International 210 (3), 1432-1449, 2017
392017
Hierarchical exploration of continuous seismograms with unsupervised learning
R Steinmann, L Seydoux, E Beaucé, M Campillo
Journal of Geophysical Research: Solid Earth 127 (1), e2021JB022455, 2022
322022
Depth migration of seismovolcanic tremor sources below the Klyuchevskoy volcanic group (Kamchatka) determined from a network‐based analysis
J Soubestre, L Seydoux, NM Shapiro, J De Rosny, DV Droznin, ...
Geophysical Research Letters 46 (14), 8018-8030, 2019
302019
An adaptable random forest model for the declustering of earthquake catalogs
F Aden‐Antoniów, WB Frank, L Seydoux
Journal of Geophysical Research: Solid Earth 127 (2), e2021JB023254, 2022
262022
A low-cost high-precision measurement method of string motion
JL Le Carrou, D Chadefaux, L Seydoux, B Fabre
Journal of Sound and Vibration 333 (17), 3881-3888, 2014
222014
Spatial coherence of the seismic wavefield continuously recorded by the USArray
L Seydoux, NM Shapiro, J De Rosny, M Landès
Geophysical Research Letters 43 (18), 9644-9652, 2016
212016
Seismic tremor reveals active trans-crustal magmatic system beneath Kamchatka volcanoes
C Journeau, NM Shapiro, L Seydoux, J Soubestre, IY Koulakov, ...
Science advances 8 (5), eabj1571, 2022
192022
Anatomy of continuous Mars SEIS and pressure data from unsupervised learning
S Barkaoui, P Lognonné, T Kawamura, É Stutzmann, L Seydoux, ...
Bulletin of the Seismological Society of America 111 (6), 2964-2981, 2021
192021
Detection, classification, and location of seismovolcanic signals with multicomponent seismic data: example from the Piton de La Fournaise Volcano (La Réunion, France)
C Journeau, NM Shapiro, L Seydoux, J Soubestre, V Ferrazzini, A Peltier
Journal of Geophysical Research: Solid Earth 125 (8), e2019JB019333, 2020
192020
Unsupervised learning of seismic wavefield features: clustering continuous array seismic data during the 2009 L'Aquila earthquake
P Shi, L Seydoux, P Poli
Journal of Geophysical Research: Solid Earth 126 (1), e2020JB020506, 2021
182021
AI‐based unmixing of medium and source signatures from seismograms: ground freezing patterns
R Steinmann, L Seydoux, M Campillo
Geophysical Research Letters 49 (15), e2022GL098854, 2022
102022
Localized modes on a metasurface through multiwave interactions
M Lott, P Roux, L Seydoux, B Tallon, A Pelat, S Skipetrov, A Colombi
Physical Review Materials 4 (6), 065203, 2020
102020
Hidden pressurized fluids prior to the 2014 phreatic eruption at Mt Ontake
C Caudron, Y Aoki, T Lecocq, R De Plaen, J Soubestre, A Mordret, ...
Nature communications 13 (1), 6145, 2022
82022
Seismic surface wave focal spot imaging: numerical resolution experiments
B Giammarinaro, C Tsarsitalidou, G Hillers, J de Rosny, L Seydoux, ...
Geophysical Journal International 232 (1), 201-222, 2023
62023
Analysis of micro-seismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring
L Moreau, L Seydoux, J Weiss, M Campillo
The Cryosphere Discussions 2022, 1-19, 2022
42022
Seismic imaging with focusing surface waves obtained from USArray noise correlation functions
C Tsarsitalidou, P Boué, G Hillers, B Giammarinaro, M Campillo, ...
EGU General Assembly Conference Abstracts, EGU21-9045, 2021
42021
Transfer learning to build a scalable model for the declustering of earthquake catalogs
F Aden-Antoniow, WB Frank, L Seydoux
Authorea Preprints, 2022
22022
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