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1-20 OF 187 RESULTS FOR
artificial intelligence
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Journal Article
Deep‐Neural‐Network‐Based Estimation of Site Amplification Factor from Microtremor H/V Spectral Ratio
Publisher: Seismological Society of America
Published: 05 April 2022
Bulletin of the Seismological Society of America (2022) 112 (3): 1630–1646.
Includes: Supplemental Content
Journal Article
SeisBench—A Toolbox for Machine Learning in Seismology
Jack Woollam, Jannes Münchmeyer, Frederik Tilmann, Andreas Rietbrock, Dietrich Lange, Thomas Bornstein, Tobias Diehl, Carlo Giunchi, Florian Haslinger, Dario Jozinović, Alberto Michelini, Joachim Saul, Hugo Soto
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 16 March 2022
Seismological Research Letters (2022) 93 (3): 1695–1709.
Journal Article
DeepShake: Shaking Intensity Prediction Using Deep Spatiotemporal RNNs for Earthquake Early Warning
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 16 March 2022
Seismological Research Letters (2022) 93 (3): 1636–1649.
Journal Article
Monitoring Operational States of a Nuclear Reactor Using Seismoacoustic Signatures and Machine Learning
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 09 March 2022
Seismological Research Letters (2022) 93 (3): 1660–1672.
Includes: Supplemental Content
Journal Article
Toward Fully Autonomous Seismic Networks: Backprojecting Deep Learning‐Based Phase Time Functions for Earthquake Monitoring on Continuous Recordings
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 09 March 2022
Seismological Research Letters (2022) 93 (3): 1880–1894.
Journal Article
QuakeLabeler: A Fast Seismic Data Set Creation and Annotation Toolbox for AI Applications
Journal: Seismological Research Letters
Publisher: Seismological Society of America
Published: 02 February 2022
Seismological Research Letters (2022) 93 (2A): 997–1010.
Journal Article
Seismic velocity model building using neural networks: Training data design and learning generalization
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 24 January 2022
Geophysics (2022) 87 (2): R193–R211.
Journal Article
Unsupervised deep learning with higher-order total-variation regularization for multidimensional seismic data reconstruction
Thomas André Larsen Greiner, Jan Erik Lie, Odd Kolbjørnsen, Andreas Kjelsrud Evensen, Espen Harris Nilsen, Hao Zhao, Vasily Demyanov, Leiv-J. Gelius
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 31 December 2021
Geophysics (2022) 87 (2): V59–V73.
Journal Article
Seismic refraction data analysis using machine learning and numerical modeling for characterization of dam construction sites
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 27 December 2021
Geophysics (2022) 87 (2): U21–U28.
Journal Article
Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study
Journal: AAPG Bulletin
Publisher: American Association of Petroleum Geologists
Published: 01 December 2021
AAPG Bulletin (2021) 105 (12): 2405–2424.
Journal Article
Physics-constrained deep learning for ground roll attenuation
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 18 November 2021
Geophysics (2022) 87 (1): V15–V27.
Journal Article
Global optimization with deep-learning-based acceleration surrogate for large-scale seismic acoustic-impedance inversion
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 10 November 2021
Geophysics (2022) 87 (1): R35–R51.
Journal Article
Debubbling seismic data using a generalized neural network
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 09 November 2021
Geophysics (2022) 87 (1): V1–V14.
Journal Article
Anatomy of Continuous Mars SEIS and Pressure Data from Unsupervised Learning
Salma Barkaoui, Philippe Lognonné, Taichi Kawamura, Éléonore Stutzmann, Léonard Seydoux, Maarten V. de Hoop, Randall Balestriero, John‐Robert Scholz, Grégory Sainton, Matthieu Plasman, Savas Ceylan, John Clinton, Aymeric Spiga, Rudolf Widmer‐Schnidrig, Francesco Civilini, W. Bruce Banerdt
Publisher: Seismological Society of America
Published: 09 November 2021
Bulletin of the Seismological Society of America (2021) 111 (6): 2964–2981.
Includes: Supplemental Content
Journal Article
Harnessing the Power of Artificial Intelligence and Machine Learning in Mineral Exploration—Opportunities and Cautionary Notes
Journal: SEG Discovery
Publisher: Society of Economic Geologists
Published: 01 October 2021
SEG Discovery (2021) (127): 19–31.
Journal Article
Lithology identification from well-log curves via neural networks with additional geologic constraint
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 08 September 2021
Geophysics (2021) 86 (5): IM85–IM100.
Journal Article
Mapping full seismic waveforms to vertical velocity profiles by deep learning
Vladimir Kazei, Oleg Ovcharenko, Pavel Plotnitskii, Daniel Peter, Xiangliang Zhang, Tariq Alkhalifah
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 31 August 2021
Geophysics (2021) 86 (5): R711–R721.
Journal Article
Seismic data inversion with acquisition adaptive convolutional neural network for geologic forward prospecting in tunnels
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 27 July 2021
Geophysics (2021) 86 (5): R659–R670.
Journal Article
Fluid and lithofacies prediction based on integration of well-log data and seismic inversion: A machine-learning approach
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 19 July 2021
Geophysics (2021) 86 (4): M151–M165.
Journal Article
Automatic seismic phase picking based on unsupervised machine-learning classification and content information analysis
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 30 June 2021
Geophysics (2021) 86 (4): V299–V315.
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