| MONDAY, MAY 15, 2023 |
| 1:00-5:00 p.m. | Workshop: Deep Learning for Inverse Problems |
| Presenter: | Dr. Eldad Haber, Professor, University of British Columbia, Eldad Haber webpage |
| Place: | Metals Hall, Green Center |
| The workshop will be a "hands-on introduction" and provide the following: |
| *Background on inverse problems and regularization techniques, |
| *Background on deep learning, |
| *Energy, regularization, and deep learning, |
| *Uncertainty estimation and further topics. |
| |
| 6:00-9:00 p.m. | Annual Meeting Welcome Reception |
| Place: | Geology Museum, Colorado School of Mines campus |
| |
| TUESDAY, MAY 16, 2023 |
| 7:30-8:30 a.m. | Breakfast, The Golden Hotel |
| 8:30-8:45 a.m. | Welcome, Roel Snieder |
| |
| MACHINE LEARNING |
| 8:45-9:15 a.m. | Physics-informed neural operators for waveform modeling and inversion, Harpreet Sethi |
| 9:15-9:45 a.m. | RNN-based seismic velocity model building: Improving generalization using hybrid training data, Hani Alzahrani |
| 9:45-10:15 a.m. | Modeling energy transport of elastic waves in 2-D scattering media, Manuel Alejandro Jaime Caballero |
| 10:15-10:45 a.m. | Removing free-surface effects from unblended and blended data using convolutional neural networks, Mert Kiraz |
| 10:45-11:05 a.m. | Break |
| |
| DATA ACQUISTION AND PROCESSING |
| 11:05-11:35 a.m. | High dynamic range land wavefield reconstruction from randomized acquisition, Iga Pawelec |
| 11:35-12:00 p.m. | Towards `good' seismic data: beyond alias interpolation and filtering in the complex wavelet domain, Iga Pawelec |
| 12:00-1:00 p.m. | Lunch, The Golden Hotel |
| 1:00-1:30 p.m. | Modeling marine vibrator data for time-varying sea surfaces, Khalid Almuteri |
| 1:30-1:50 p.m. | Developing a distributed acoustic sensing seismic land streamer: Concept and validation, Adesh Pandey |
| 1:50-2:10 p.m. | Break |
| |
| IMAGING AND FULL-WAVEFORM INVERSION |
| 2:10-2:40 p.m. | Time-lapse full-waveform inversion for TTI media, Yanhua Liu |
| 2:40-3:10 p.m. | Seismic imaging by nonlinear inversions, Werter Silva |
| 3:10-3:40 p.m. | Methodology of elastic full-waveform inversion for tilted orthorhombic media, Ashish Kumar |
| 3:40-4:10 p.m. | Methodology of elastic full-waveform inversion of multicomponent ocean-bottom data for anisotropic media, Harpreet Sethi |
| |
| WEDNESDAY, MAY 17, 2023 |
| 7:30-8:30 a.m. | Breakfast, The Golden Hotel |
| |
| DISTRIBUTED FIBER-OPTIC SENSING |
| 8:30-9:00 a.m. | Toward least-squares RTM of DAS 3D VSP data, Cullen Young |
| 9:00-9:30 a.m. | Seismoacoustic monitoring of a longwall face using distributed acoustic sensing, Derrick Chambers |
| 9:30-10:00 a.m. | Error analyses of lossy-compressed passive seismic data, Hafiz Issah |
| 10:00-10:20 a.m. | Break |
| 10:20-10:50 a.m. | Numerical modeling of fiber optic distributed magnetic sensing and first field experiment, Shihao Yuan |
| 10:50-11:05 a.m. | Modelling response and mechanisms of fiber optic distributed magnetic sensing, Tomas Snyder |
| 11:05-11:30 a.m. | DAS cloud and edge computing strategies, Eileen Martin |
| 11:30-12:00 p.m. | Business Meeting |
| 12:00-1:00 p.m. | Lunch, The Golden Hotel |
| |
| INTERFEROMETRY | |
| 1:00-1:30 p.m. | Low-frequency OBN seismology: An Amendment to Previous Results, Aaron Girard |
| 1:30-1:45 p.m. | Ambient seismic interferometry: Modeling and inversion, Adesh Pandey |
| 1:45-2:15 p.m. | Long-term Ambient Seismic Interferometry for Constraining Seasonal Subsurface Velocity Variations in Urban Settings: A Distributed Acoustic Sensing (DAS) Case Study, Jihyun Yang |
| 2:15-2:45 p.m. | Seismic interferometry in the presence of an isolated noise source, Roel Snieder |
| 2:45-3:00 p.m. | Closing |
| |
