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AI‐Based Unmixing of Medium and Source Signatures From Seismograms: Ground Freezing Patterns

Geophysical research letters, 2022-08, Vol.49 (15), p.e2022GL098854-n/a

2022

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Pre-processing ambient noise cross-correlations with equalizing the covariance matrix eigenspectrum

Geophysical journal international, 2017-09, Vol.210 (3), p.1432-1449

2017

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Hidden pressurized fluids prior to the 2014 phreatic eruption at Mt Ontake

Nature communications, 2022-10, Vol.13 (1), p.6145-6145, Article 6145

2022

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Seismic surface wave focal spot imaging: numerical resolution experiments

Geophysical journal international, 2023-01, Vol.232 (1), p.201-222

2023

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Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

Nature communications, 2020-08, Vol.11 (1), p.3972-3972, Article 3972

2020

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Analysis of microseismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring

The cryosphere, 2023-03, Vol.17 (3), p.1327-1341

2023

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Unsupervised Learning of Seismic Wavefield Features: Clustering Continuous Array Seismic Data During the 2009 L'Aquila Earthquake

Journal of geophysical research. Solid earth, 2021-01, Vol.126 (1), p.n/a

2021

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Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning

Journal of geophysical research. Solid earth, 2022-01, Vol.127 (1), p.e2021JB022455-n/a

2022

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BPMF: A Backprojection and Matched-Filtering Workflow for Automated Earthquake Detection and Location

Seismological research letters, 2024-03, Vol.95 (2A), p.1030-1042

2024

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Machine Learning Analysis of Seismograms Reveals a Continuous Plumbing System Evolution Beneath the Klyuchevskoy Volcano in Kamchatka, Russia

Journal of geophysical research. Solid earth, 2024-03, Vol.129 (3), p.n/a

2024

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Localized modes on a metasurface through multiwave interactions

Physical review materials, 2020-06, Vol.4 (6), Article 065203

2020

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Anatomy of Continuous Mars SEIS and Pressure Data from Unsupervised Learning

Bulletin of the Seismological Society of America, 2021-12, Vol.111 (6), p.2964-2981

2021

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Seismic tremor reveals active trans-crustal magmatic system beneath Kamchatka volcanoes

Science advances, 2022-02, Vol.8 (5), p.eabj1571-eabj1571

2022

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Depth Migration of Seismovolcanic Tremor Sources Below the Klyuchevskoy Volcanic Group (Kamchatka) Determined From a Network‐Based Analysis

Geophysical research letters, 2019-07, Vol.46 (14), p.8018-8030

2019

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Estimation of the entropy of seismic ambient noise: Application to passive imaging

The Journal of the Acoustical Society of America, 2017-05, Vol.141 (5), p.3526-3527

2017

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Network‐Based Detection and Classification of Seismovolcanic Tremors: Example From the Klyuchevskoy Volcanic Group in Kamchatka

Journal of geophysical research. Solid earth, 2018-01, Vol.123 (1), p.564-582

2018

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Hierarchical exploration of continuous seismograms with unsupervised learning

Journal of geophysical research. Solid earth, 2021-05

2021

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Analysis of microseismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring

The cryosphere, 2023, Vol.17 (3), p.1327-1341

2023

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Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

Nature communications, 2020-12, Vol.11 (1)

2020

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Unsupervised learning of seismic wavefield features: clustering continuous array seismic data during the 2009 L'Aquila earthquake

Journal of geophysical research. Solid earth, 2020-12

2020

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A low-cost high-precision measurement method of string motion

Journal of sound and vibration, 2014-08, Vol.333 (17), p.3881-3888

2014

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Localized modes on a metasurface through multi-wave interactions

Physical review materials, 2020-06, Vol.4 (6)

2020

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AI‐Based Unmixing of Medium and Source Signatures From Seismograms: Ground Freezing Patterns

Pre-processing ambient noise cross-correlations with equalizing the covariance matrix eigenspectrum

Hidden pressurized fluids prior to the 2014 phreatic eruption at Mt Ontake

Seismic surface wave focal spot imaging: numerical resolution experiments

Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

Analysis of microseismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring

Unsupervised Learning of Seismic Wavefield Features: Clustering Continuous Array Seismic Data During the 2009 L'Aquila Earthquake

Hierarchical Exploration of Continuous Seismograms With Unsupervised Learning

BPMF: A Backprojection and Matched-Filtering Workflow for Automated Earthquake Detection and Location

Machine Learning Analysis of Seismograms Reveals a Continuous Plumbing System Evolution Beneath the Klyuchevskoy Volcano in Kamchatka, Russia

Localized modes on a metasurface through multiwave interactions

Anatomy of Continuous Mars SEIS and Pressure Data from Unsupervised Learning

Seismic tremor reveals active trans-crustal magmatic system beneath Kamchatka volcanoes

Depth Migration of Seismovolcanic Tremor Sources Below the Klyuchevskoy Volcanic Group (Kamchatka) Determined From a Network‐Based Analysis

Estimation of the entropy of seismic ambient noise: Application to passive imaging

Network‐Based Detection and Classification of Seismovolcanic Tremors: Example From the Klyuchevskoy Volcanic Group in Kamchatka

Hierarchical exploration of continuous seismograms with unsupervised learning

Analysis of microseismicity in sea ice with deep learning and Bayesian inference: application to high-resolution thickness monitoring

Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

Unsupervised learning of seismic wavefield features: clustering continuous array seismic data during the 2009 L'Aquila earthquake

A low-cost high-precision measurement method of string motion

Localized modes on a metasurface through multi-wave interactions

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