Utah FORGE 6-3712: Probabilistic Estimation of Seismic Response Using Physics-Informed Recurrent Neural Networks - 2024 Annual Workshop Presentation
- Energy and Geoscience Institute at the University of Utah
This is a presentation on the Probabilistic Estimation of Seismic Response Using Physics-Informed Recurrent Neural Networks by GTC Analytics, presented by Jesse Williams. This video slide presentation discusses the development of machine learning-based predictive tools to estimate the magnitude-frequency response of stimulation-induced seismicity. This presentation was featured in the Utah FORGE R&D Annual Workshop on August 15, 2024.
- Research Organization:
- DOE Geothermal Data Repository; Energy and Geoscience Institute at the University of Utah
- Sponsoring Organization:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Geothermal Technologies Program (EE-4G)
- Contributing Organization:
- Energy and Geoscience Institute at the University of Utah
- DOE Contract Number:
- EE0007080
- OSTI ID:
- 2441446
- Report Number(s):
- 1659
- Availability:
- GDRHelp@ee.doe.gov
- Country of Publication:
- United States
- Language:
- English
Similar Records
Utah FORGE 5-2419: Seismicity-Permeability Relationships Probed via Nonlinear Acoustic Imaging - 2024 Annual Workshop Presentation
Utah FORGE 6-3629: Application of Machine Learning, Geomechanics, and Seismology for Real-Time Decision Making Tools During Stimulation - 2024 Annual Workshop Presentation
Utah FORGE 1-2410: Development of a Smart Completion and Stimulation Solution - 2024 Annual Workshop Presentation
Dataset
·
Thu Sep 05 00:00:00 EDT 2024
·
OSTI ID:2439755
Utah FORGE 6-3629: Application of Machine Learning, Geomechanics, and Seismology for Real-Time Decision Making Tools During Stimulation - 2024 Annual Workshop Presentation
Dataset
·
Sun Sep 15 00:00:00 EDT 2024
·
OSTI ID:2441432
Utah FORGE 1-2410: Development of a Smart Completion and Stimulation Solution - 2024 Annual Workshop Presentation
Dataset
·
Sun Sep 15 00:00:00 EDT 2024
·
OSTI ID:2441439