Research domains

• Computer vision
• Prompt engineering and AI agents
• AI for Science (geochemistry, coal mining, CCUS, plastic characterization, paleoclimate, macroevolution, stratigraphy, etc.)
• Geoscientific big data
• Data quality issues and sampling biases in Earth sciences

Past participated projects

• Deep-time Digital Earth (DDE): an IUGS-recognized international big science program.
• GeoGPT: a large language model for geoscientists.
• Sparrow: a web-based platform for geochemical data management and archiving.
• Macrostrat: a geospatial database containing lithological and stratigraphic information.
• GeoDeepDive (xDD): a digital online library powered by machine learning.