Computer Vision for Descriptive Geology
There is a fundamental challenge in geology: the discipline heavily relies on descriptive data, yet humans are often inconsistent and...
AI for Weather and Climate Forecasting
Machine learning and computer vision can also apply to climate and weather prediction models. Our group is actively advancing research...
Earth Observation with Artificial Intelligence
Earth Observation (EO) involves the collection and analysis of data about the Earth’s physical, chemical, and biological systems using remote...
AI for Geophysics
The energy transition demands smarter, more efficient ways to assess the subsurface, and artificial intelligence (AI) is transforming how geophysical...
Reefs and Carbonates
Reefs are shallow water areas where carbonate producers such as corals, coraline algae and halimeda, live. They are one of...
Subsurface Thermal Models and Fluid Flow
Understanding the thermal evolution and fluid flow within the Earth’s subsurface is critical to advancing the global energy transition. As...
Forward Stratigraphic Models
Accurately predicting subsurface behavior is essential for many energy transition technologies, from geothermal energy and carbon capture and storage (CCS)...
Environmental Changes
The world is a change planet, and both terrestrial and marine ecosystems are in flux. In our research, we mostly...
Deepdive Leveraging Pre-trained Deep-Learning for Deep-Sea ROV Biota Identification in the Great Barrier Reef
Understanding and preserving the deep sea ecosystems is paramount for marine conservation efforts. Automated object (deep-sea biota) classification can enable...
Pore pressure penetrometers document high overpressure near the seafloor where multiple submarine landslides have occurred on the continental slope, offshore Louisiana, Gulf of Mexico
Overpressures measured with pore pressure penetrometers during Integrated Ocean Drilling Program (IODP) Expedition 308 reach 70% and 60% of the...