FR3.R10: Geophysical Data Analysis and Inversion in the Era of Artificial Intelligence I
Fri, 21 Jul, 13:00 - 14:15 Pacific Time (UTC -7)
Location: Room 10
Session Type: Oral
Session Chair: Sergey Fomel, The University of Texas at Austin
Track: Community-Contributed Sessions
Fri, 21 Jul, 13:00 - 13:12 Pacific Time (UTC -7)

FR3.R10.1: Deep learning for denoising distributed acoustic sensing data
Liuqing Yang, Shoudong Wang, Xiaohong Chen, China University of Petroleum (Beijing), China; Sergey Fomel, Yangkang Chen, The University of Texas at Austin, United States; Yunfeng Chen, Zhejiang University, China
Fri, 21 Jul, 13:12 - 13:24 Pacific Time (UTC -7)

FR3.R10.2: GAUSSIAN PROCESS REGRESSION FOR WAVEFIELD PREDICTION AND VELOCITY INVERSION BASED ON SECOND-ORDER ACOUSTIC WAVE EQUATION
Zhaowei Bai, Tian Wang, Haixia Zhao, Xi’an Jiaotong University, China
Fri, 21 Jul, 13:24 - 13:36 Pacific Time (UTC -7)

FR3.R10.3: Supervised VS unsupervised deep learning full waveform inversion: a case study at CCUS site, San Juan NM
Hanchen Wang, Youzuo Lin, Shihang Feng, Peng Jin, Xitong Zhang, Rajesh Pawar, George Guthrie, Los Alamos National Laboratory, United States; YInpeng Chen, Microsoft Research, United States
Fri, 21 Jul, 13:36 - 13:48 Pacific Time (UTC -7)

FR3.R10.4: Physics-informed transformer-based neural networks for enhanced estimation of drilling dynamics
Jeanne Redaud, Jean Auriol, Universite Paris-Saclay, CNRS, CentraleSupelec, Inria, France; Maxime Darrin, Universite Paris-Saclay, CNRS, CentraleSupelec, France; Nasser Kazemi, Université du Québec à Montréal, Canada; Shanti Swaroop Kandala, Roman Shor, University of Calgary, Canada
Fri, 21 Jul, 13:48 - 14:00 Pacific Time (UTC -7)

FR3.R10.5: CHARACTERIZATION OF SLOW SLIP EVENTS FROM GNSS DATA WITH DEEP LEARNING}
Giuseppe Costantino, Sophie Giffard-Roisin, Anne Socquet, Université Grenoble Alpes, CNRS, IRD, Univ. Gustave Eiffel, ISTerre, 38000 Grenoble, France, France; Mauro Dalla Mura, Université Grenoble Alpes, CNRS, Grenoble INP, GIPSA-lab, 38000 Grenoble, France; Institut Universitaire de France (IUF), France, France
Fri, 21 Jul, 14:00 - 14:15 Pacific Time (UTC -7)

FR3.R10.D: Discussion