Member Since 2013
Xiaogang Ma
Associate Professor, University of Idaho
Xiaogang (Marshall) Ma is an associate professor of computer science at the University of Idaho. He received his Ph.D. degree of Earth Systems Science and GIScience from University of Twente, Netherlands in 2011, and then completed postdoctoral training in Data Science and Semantic eScience at Rensselaer Polytechnic Institute. His research focuses on deploying data science in the Semantic Web to support cross-disciplinary collaboration and scientific discovery.
Professional Experience
University of Idaho
Associate Professor
2022 - Present
Education
University of Twente
Doctorate
2011
Publications
Characterizing Subsurface Structures From Hard and Soft Data With Multiple‐Condition Fusion Neural N...
Accurately inferring realistic subsurface structures poses a considerable challenge due to the impact of morphology on flow and transport behaviors...
November 14, 2024
Geological Hazards Susceptibility Evaluation Based on GA‐BPNN: A Case Study of Xingye County
Geohazards are one of the most critical disasters that cause serious damage to engineering construction activities and peoples' lives and property;...
December 22, 2022
AGU Abstracts
Streamlining Earth Data Analysis with Open LLM-Assisted Workflow: Open Mindat API Use Cases
LEVERAGING LARGE LANGUAGE MODELS FOR OPEN SCIENCE: EXPLORING APPLICATIONS AND INNOVATIONS III ELIGHTNING
informatics | 13 december 2024
Jiyin Zhang, Weilin Chen, Wenjia Li, Chenhao Li, X...
Recent advancements in Large Language Models (LLMs) have transformed the Earth science domain, enabling efficient data analysis through natural langua...
View Abstract
Mindat Open Data: Reflection and Future Development
COLLABORATIVELY ADVANCING TRUST IN DATA REPOSITORIES AND INTEGRATED INFRASTRUCTURE TO ENABLE INTERDISCIPLINARY RESEARCH, APPLICATIONS, AND USES OF OPEN DATA IV ELIGHTNING
informatics | 09 december 2024
Xiaogang Ma, Jolyon Ralph, Jiyin Zhang, Anirudh Pr...
In the past three years we have successfully established the open data service for Mindat, one of the largest databases for mineral species and their ...
View Abstract
Advanced Machine Interface to Open Mineral Data: The OpenMindat Data API and Python Package
NEXT-GENERATION MINERALOGY, PETROLOGY, AND GEOCHEMISTRY: NEW APPROACHES TO HARNESSING THE MULTIDIMENSIONALITY OF COMPLEX EARTH AND PLANETARY SYSTEMS I POSTER
volcanology, geochemistry and petrology | 15 december 2023
Jiyin Zhang, Jolyon Ralph, David Von Bargen Von Ba...
The OpenMindat Data API represents a pivotal advancement in the accessibility, interoperability, and reusability of Mindat.org's comprehensive crowdso...
View Abstract
Check out all of Xiaogang Ma’s AGU Research!
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