Geo-Analytics and Big Data

Researchers in the department routinely work with “Big Earth Data” and maximize these datasets by applying analytical techniques such as artificial intelligence, machine learning and geostatistics. Applications include understanding and processing large seismic datasets, analysis of petroleum production, interpretation of large geochemical datasets, and the processing and analysis of remotely sensed satellite data.

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Interested in discussing the research we are working on or learning more? Please contact:

Dr. Baojun Bai

Curators’ Distinguished Professor, Lester Birbeck Endowed Chair Professor, Petroleum Engineering

Research Interests

Water management, conformance control, Enhanced Oil Recovery (EOR), CO2 EOR and Storage, fluid flow in porous media, and
unconventional oil and gas development.

For additional information regarding Dr. Bai's research, please visit his website, or select here for publications.

Dr. Stephen Gao

Department Chair, Professor, Geology and Geophysics/Geological Engineering

Research Interests

Theoretical and applied geophysics, structure and dynamics of the Earth's crust and mantle, earthquakes, seismic anisotropy, and receiver function analysis.

For additional information regarding Dr. Gao's research, please visit his website or select here for publications.

Dr. Weibing Gong

Assistant Professor, Geological Engineering

Research Interests

Climate change-related and seismic hazards, infrastructure resilience against natural hazards, applications of remote sensing and AI in geological (geotechnical) engineering, and carbon detection and capture.

For additional information regarding Dr. Gong's research, please select here for publications and here for his lab website.

Dr. Jeremy Maurer

Assistant Professor, Geological Engineering/Geology and Geophysics

Research Interests

Geodesy, earthquake and fault mechanics, induced seismicity, inverse problems and modeling, uncertainty quantification, crustal deformation, and geophysical methods.

For more information regarding Dr. Maurer's research, please visit his website, or select here for publications.

Dr. Mingzhen Wei

Associate Professor, Petroleum Engineering

Research Interests

Reservoir simulation, data mining, unconventional resources, and enhanced oil recovery.

For additional information regarding Dr. Wei's research, please see her website, or select here for publications.