Data report: X-ray analyses of bulk sediment in IODP Holes U1320A and U1324B, northern Gulf of Mexico
We present the results of 276 X-ray diffraction analyses of bulk sediment from Brazos-Trinity IV (Integrated Ocean Drilling Program [IODP]...
Do more with less: Exploring semi-supervised learning for geological image classification
Labelled datasets within geoscience can often be small, with data acquisition both costly and challenging, and their interpretation and downstream...
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...
Environmental Changes
The world is a change planet, and both terrestrial and marine ecosystems are in flux. In our research, we mostly...
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...
AI for Geophysics
The energy transition demands smarter, more efficient ways to assess the subsurface, and artificial intelligence (AI) is transforming how geophysical...
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...
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...
Forward Stratigraphic Models
Accurately predicting subsurface behavior is essential for many energy transition technologies, from geothermal energy and carbon capture and storage (CCS)...
Reefs and Carbonates
Reefs are shallow water areas where carbonate producers such as corals, coraline algae and halimeda, live. They are one of...