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Proceedings Papers

Automatic microseismic event detection in downhole DAS data through convolutional neural networks: A comparison of events during and post-stimulation of the well

Paige Given, Fantine Huot, Ariel Lellouch, Bin Luo, Robert G. Clapp, Biondo L. Biondi, Tamas Nemeth, Kurt Nihei
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751887
https://doi.org/10.1190/image2022-3751887.1
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View Paper titled, Automatic microseismic event detection in downhole DAS data through convolutional neural networks: A comparison of events during and post-stimulation of the well
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Proceedings Papers

Detecting microseismic events on DAS fiber with super-human accuracy

Fantine Huot, Ariel Lellouch, Paige Given, Robert G. Clapp, Biondo L. Biondi, Tamas Nemeth, Kurt Nihei
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583060
https://doi.org/10.1190/segam2021-3583060.1
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View Paper titled, Detecting microseismic events on DAS fiber with super-human accuracy
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Scaling up to city-wide dark-fiber seismic arrays: Lessons from five years of the Stanford DAS array project

Biondo Biondi, Robert G. Clapp, Siyuan Yuan, Fantine Huot
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594539
https://doi.org/10.1190/segam2021-3594539.1
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View Paper titled, Scaling up to city-wide dark-fiber seismic arrays: Lessons from five years of the Stanford DAS array project
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Proceedings Papers

Detecting earthquakes through telecom fiber using a convolutional neural network

Fantine Huot, Biondo Biondi
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427300
https://doi.org/10.1190/segam2020-3427300.1
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View Paper titled, Detecting earthquakes through telecom fiber using a convolutional neural network
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Proceedings Papers

Stratigraphy estimation from seismic data using deep learning

Fantine Huot, Robert Clapp, Biondo Biondi, Bruce Power, Joe Stefani
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215869
https://doi.org/10.1190/segam2019-3215869.1
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View Paper titled, Stratigraphy estimation from seismic data using deep learning
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Proceedings Papers

Automatic denoising by 2-D continuous wavelet transform

Fantine Huot, Biondo Biondi, Anthony Lichnewsky, Carlos Boneti
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3213958
https://doi.org/10.1190/segam2019-3213958.1
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View Paper titled, Automatic denoising by 2-D continuous wavelet transform
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Automated ambient noise processing applied to fiber optic seismic acquisition (DAS)

Fantine Huot, Eileen R. Martin, Biondo Biondi
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2997880
https://doi.org/10.1190/segam2018-2997880.1
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View Paper titled, Automated ambient noise processing applied to fiber optic seismic acquisition (DAS)
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Proceedings Papers

Jump-starting neural network training for seismic problems

Fantine Huot, Biondo Biondi, Gregory Beroza
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998567
https://doi.org/10.1190/segam2018-2998567.1
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View Paper titled, Jump-starting neural network training for seismic problems
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Machine Learning Algorithms for Automated Seismic Ambient Noise Processing Applied to DAS Acquisition

Fantine Huot, Biondo Biondi
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-W20-03
https://doi.org/10.1190/segam2018-W20-03.1
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View Paper titled, Machine Learning Algorithms for Automated Seismic Ambient Noise Processing Applied to DAS Acquisition
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Proceedings Papers

Automatic noise exploration in urban areas

Fantine Huot, Yinbin Ma, Robert Cieplicki, Eileen Martin, Biondo Biondi
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17774369
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View Paper titled, Automatic noise exploration in urban areas
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