He, Yan-Xiao, Yuan, Sanyi, Tang, Genyang, Feng, Yuzhao, Sun, Chao, Yuan, Junliang, Feng, Zhanxun, Dong, Chunhui, Shi, Peidong ![]() ![]() |
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Shi, Peidong, Meier, Men-Andrin, Villiger, Linus, Tuinstra, Katinka, Selvaurai, Paul Antony, Lanza, Federica, Yuan, Sanyi, Obermann, Anne, Mesimeri, Maria, Munchmeyer, Jannes, Bianchi, Patrick and Weimer, Stefan
2024.
From labquakes to megathrusts: scaling deep learning based pickers over 15 orders of magnitude.
Journal of Geophysical Research: Machine Learning and Computation
11
(4)
, e2024JH000220.
10.1029/2024JH000220
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He, Y. -X., Wang, S. X., Tang, G. Y., Dong, C. H., Sun, C., Yuan, S. Y. and Shi, P. D. ![]() ![]() |
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He, Yan-Xiao, Wang, Shangxu, Li, Hongbing, Dai, Xiaofeng, Tang, Genyang, Sun, Chao, Yuan, Sanyi, Yin, Hanjun, Zhang, Jialiang, Shi, Peidong ![]() |
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Finger, Claudia, Tuinstra, Katinka, Niemz, Peter, Shi, Peidong, Ermert, Laura and Lanza, Federica
2024.
Spatio-temporal evolution of hypocenters and moment tensors derived from time-reverse imaging.
Presented at: EGU General Assembly 2024,
Vienna, Austria,
14-19 April 2024.
10.5194/egusphere-egu24-14828
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Shi, Peidong, Schultz, Ryan, Lanza, Federico, Scarabello, Luca, Ermert, Laurs and Weimer, Stefan
2024.
Machine learning based real-time microseismic monitoring and stimulated fracture characterization at the Utah FORGE Geothermal site.
Presented at: EGU General Assembly 2024,
Vienna, Austria,
14–19 Apr 2024.
10.5194/egusphere-egu24-15621
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Parastatidis, E., Pytharouli, S., Stankovic, L., Stankovic, V.., Shi, P. ![]() ![]() |
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Obermann Anne, Anne, Goertz-Allmann, Bettina, Sanchez-Pastor, Pilar, Shi, Peidong, Wu, Sin-Mei and Hjórleifsdóttir, Vala 2024. High-resolution seismic methods for geothermal exploration and monitoring across the Hengill volcanic area. Presented at: EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024. 10.5194/egusphere-egu24-21112 |
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Mohammadigheymasi, Hamzeh, Shi, Peidong, Tavakolizadeh, Nasrin, Xiao, Zhuowei, Mousavi, Mostafa, Matais, Luis, Pourvahab, Mehran and Fernandes, Rui 2023. IPIML: A deep-scan earthquake detection and location workflow Integrating Pair-Input deep learning model and Migration Location method. IEEE Transactions on Geoscience and Remote Sensing 61 10.1109/tgrs.2023.3293914 |
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He, Yan‐Xiao, Wang, ShangXu, Dong, Chunhui, Tang, Genyang, Zhang, Jialiang, Shi, Peidong ![]() |
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Yan, Binpeng, Ji, Yongzhen and Shi, Peidong 2023. Frequency-dependent inversion based on spherical-wave reflection coefficient in elastic medium: Theory and methodology. Journal of Applied Geophysics 209 , 104908. 10.1016/j.jappgeo.2022.104908 |
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Ermert, Laura, Lanza, Federica, Ciardo, Federico, Shi, Peidong, Afanasiev, Michael and Wiemer, Stefan 2023. Modeling the waveforms of induced seismicity sequences with application to Utah FORGE. Presented at: EGU General Assembly 2023, Vienna, Austria, 23 - 28 April 2023. 10.5194/egusphere-egu23-11883 |
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De solda, Michele, Grigoli, Francesco, Shi, Peidong, Lanza, Federica and Wiemer, Stefan 2023. A deep learning-based workflow for microseismic event detection. Presented at: EGU General Assembly 2023, Vienna, Austria, 23 - 28 April 2023. 10.5194/egusphere-egu23-1638 |
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Shi, Peidong, Lanza, Federica, Grigoli, Francesco and Wiemer, Stefan 2023. Near-real-time microseismic monitoring with machine-learning and waveform back-projection at the Utah FORGE geothermal site. Presented at: EGU General Assembly 2023, Vienna, Austria, 23 - 28 April 2023. 10.5194/egusphere-egu23-13227 |
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Nakata, Nori, Vasco, Don W., Shi, Peidong, Bai, Tong, Lanza, Federica, Dyer, Ben, Chen, Coral, Park, Sea-Eun and Qiu, Hongrui 2023. Elastic Characterization at Utah FORGE: P-wave Tomography and VSP Subsurface Imaging. Presented at: 48th Workshop on Geothermal Reservoir Engineering, California, USA, 6-8 February 2023. Proceedings 48th Workshop on Geothermal Reservoir Engineering. |
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Mohammadigheymasi, Hamzeh, Tavakolizadeh, Nasrin, Shi, Peidong, Xiao, Zhuowei, Mousavi, S. Mostafa and Fernandes, Rui 2023. An automated earthquake detection algorithm by combining pair-input deep learning and migration location methods. Presented at: EGU General Assembly 2023, Vienna, Austria, 23 - 28 April 2023. 10.5194/egusphere-egu23-15180 |
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Shi, Peidong, Grigoli, Francesco, Lanza, Federica, Beroza, Gregory C., Scarabello, Luca and Wiemer, Stefan 2022. MALMI: An automated earthquake detection and location workflow based on machine learning and waveform migration. Seismological Research Letters 93 (5) , pp. 2467-2483. 10.1785/0220220071 |
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Obermann, Anne, Sanchez-Pastor, Pilar, Wu, Sin-Mei, Wollin, Christopher, Baird, Alan F., Isken, Marius Paul, Clinton, John, Goertz-Allmann, Bettina P., Dahm, Torsten, Wuestefeld, Andreas, Shi, Peidong, Lanza, Federica, Gyger, Lea, Wetter, Selina, Hjörleifsdóttir, Vala, Langet, Nadege, Brynjarsson, Baldur, Jousset, Philippe and Wiemer, Stefan 2022. Combined large-N seismic arrays and DAS fiber optic cables across the Hengill geothermal field, Iceland. Seismological Research Letters 93 (5) , pp. 2498-2514. 10.1785/0220220073 |
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Ermert, Laura, Lanza, Federica, Shi, Peidong, Tuinstra, Katinka and Wiemer, Stefan 2022. Modeling induced micro-earthquakes for an experimental enhanced geothermal system site. Presented at: 20th Swiss Geoscience Meeting 2022, Lausanne, Switzerland, 18-20 November 2022. |
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Shi, Peidong, Grigoli, Francesco, Lanza, Federica and Wiemer, Stefan 2022. MALMI: towards combining machine learning and waveform migration for fully automated earthquake detection and location. Presented at: EGU General Assembly 2022, Vienna, Austria, 23-27 May 2022. Copernicus {GmbH}, 10.5194/egusphere-egu22-6087 |
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Shi, Peidong, Seydoux, Léonard and Poli, Piero 2021. Unsupervised learning of seismic wavefield features: clustering continuous array seismic data during the 2009 L'Aquila earthquake. Journal of Geophysical Research: Solid Earth 126 (1) , e2020JB020506. 10.1029/2020JB020506 |
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Parastatidis, Emmanouil, Pytharouli, Stella, Stankovic, Lina, Stankovic, Vladimir and Shi, Peidong 2021. Minimising the computational time of a waveform based location algorithm. Presented at: EGU General Assembly (online) 2021, Online, 19 - 30 April 2021. 10.5194/egusphere-egu21-15664 |
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Shi, Peidong 2021. Towards real-time monitoring of induced microseismicity in enhanced geothermal systems. Presented at: 19th Swiss Geoscience Meeting, Geneva, Switzerland, 19-20 November 2021. p. 19. |
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Li, Lei, Tan, Jingqiang, Schwarz, Benjamin, Staněk, František, Poiata, Natalia, Shi, Peidong, Diekmann, Leon, Eisner, Leo and Gajewski, Dirk 2020. Recent advances and challenges of waveform‐based seismic location methods at multiple scales. Reviews of Geophysics 58 (1) , e2019RG000667. 10.1029/2019RG000667 |
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Yuan, Sanji, Wei, Wanwan, Wang, Di, Shi, Peidong and Wang, Shangxu 2020. Goal-oriented inversion-based NMO correction using a Convex l 2,1 -norm. IEEE Geoscience and Remote Sensing Letters 17 (1) , pp. 162-166. 10.1109/LGRS.2019.2915520 |
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Shi, Peidong, Seydoux, Léonard and Poli, Piero 2020. Direct fault states assessment from wavefield properties: application to the 2009 L'Aquila earthquake. Presented at: EGU General Assembly 2020, Online, 4-8 May 2020. 10.5194/egusphere-egu2020-11655 |
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Yuan, Sanyi, Ji, Yongzhen, Shi, Peidong, Zeng, Jing, Gao, Jianhu and Wang, Shangxu 2019. Sparse bayesian learning-based seismic high-resolution time-frequency analysis. {IEEE} Geoscience and Remote Sensing Letters 16 (4) , pp. 623-627. 10.1109/lgrs.2018.2883496 |
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Shi, Peidong, Nowacki, Andy, Rost, Sebastian and Angus, Doug 2019. Automated seismic waveform location using Multichannel Coherency Migration (MCM)—II. Application to induced and volcano-tectonic seismicity. Geophysical Journal International 216 (3) , pp. 1608-1632. 10.1093/gji/ggy507 |
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Shi, Peidong, Angus, Doug, Rost, Sebastian, Nowacki, Andy and Yuan, Sanyi 2019. Automated seismic waveform location using multichannel coherency migration (MCM)–I: theory. Geophysical Journal International 216 (3) , pp. 1842-1866. 10.1093/gji/ggy132 |
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Wang, Tieyi, Yuan, Sanyi, Shi, Peidong, Shuai, Da, Luo, Chunmei and Wang, Shangxu 2019. AVAZ inversion for fracture weakness based on three-term Rüger equation. Journal of Applied Geophysics 162 , pp. 184-193. 10.1016/j.jappgeo.2018.12.013 |
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Shi, Peidong
2018.
Microseismic full waveform modeling and location.
PhD Thesis,
University of Leeds.
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Shi, Peidong, Yuan, Sanyi, Wang, Tieyi, Wang, Yanyan and Liu, Tao 2018. Fracture identification in a tight sandstone reservoir: A seismic anisotropy and automatic multisensitive attribute fusion framework. IEEE Geoscience and Remote Sensing Letters 15 (10) , pp. 1525-1529. 10.1109/LGRS.2018.2853631 |
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Shi, Peidong ![]() |
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Yuan, Sanyi, Liu, Jiwei, Wang, Shangxu, Wang, Tieyi and Shi, Peidong ![]() |
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Yan, Binpeng, Yuan, Sanyi, Wang, Shangxu, OuYang, Yonglin, Wang, Tieyi and Shi, Peidong ![]() |
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Chen, Yangkang, Chen, Keling, Shi, Peidong ![]() |
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Chuai, Xiao-yu, Wang, Shang-xu, Shi, Pei-dong ![]() |
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