Earth system science · Geospatial AI
Zhihao Wang
Postdoctoral Researcher
About my research
Building reliable AI for a changing Earth
I am a Postdoctoral Researcher in the Department of Geographical Sciences at the University of Maryland, College Park, where I received my Ph.D. under the supervision of Dr. Yiqun Xie. My research lies at the intersection of Earth system science and deep learning, with a focus on AI emulations, world models, geo-foundation models, satellite remote sensing, and physics-based modeling. I aim to develop scalable and reliable AI methods for addressing critical Earth science challenges, including biosphere modeling, ecosystem dynamics, and large-scale Earth monitoring and forecasting.
I earned my Master’s degree in Geography at The Ohio State University under the supervision of Dr. Desheng Liu. Previously, I graduated from a dual-degree program, receiving a B.E.S. in Honors Geomatics and a Minor in Computer Science from the University of Waterloo, Canada, and a B.E. in Remote Sensing Science and Technology from Wuhan University, China.
Latest updates
News
Research milestones, awards, and announcements.
My first-author paper was accepted to ACM SIGSPATIAL 2026.
I won first place in the Student Lightning Talks competition organized by the University Consortium for Geographic Information Science (UCGIS).
I earned my Ph.D. from the University of Maryland. 🎉
I received the Outstanding Graduate Assistant Award (Top 2%) from the University of Maryland.
I received a Scholar Award from NeurIPS 2025.
A paper coauthored with a high school student I mentored was accepted to the ICDM 2025 High School Track.
Two of my first-author papers were accepted to NeurIPS 2025.
I received a $1,200 student scholarship for AAAI 2024.
My first-author paper was accepted to AAAI 2024.
I received a $1,000 travel award for the SIGSPATIAL 2023 GISCup competition.
My first-author paper was accepted to ACM SIGSPATIAL 2023.
Research archive
Publications
Teaching experience
Teaching
Instructor
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GEOG 276
Principles of Python Programming and Geocomputing
University of Maryland
Guest Lectures
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GEOG 788T
Deep Learning for Spatial and Spatio-Temporal Data
University of Maryland
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GEOG 398E
Introduction to Spatial Artificial Intelligence
University of Maryland
Teaching Assistant
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GEOG 140
Natural Disaster
University of Maryland
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GEOG 5210
Fundamentals of GIS
The Ohio State University
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GEOG 5201
Geo-visualization
The Ohio State University
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GEOG 5225
Geographic Applications of Remote Sensing
The Ohio State University
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GEOG 5226
Spatial Simulation and Modeling in GIS
The Ohio State University
Professional service
Service
Workshop Organization
5th ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications
GeoIndustry · Workshop Organization Committee
4th ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications
GeoIndustry · Workshop Organization Committee
Student Mentoring
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2024-2025
Cooper Li
Montgomery Blair High School
IEEE ICDM 2025 publication & Rising Star Award -
2025
Krish Pruthi
Poolesville High School
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2025
Peter Jin
James M. Bennett High School
Peer Review
- Remote Sensing of Environment
- IEEE Transactions on Geoscience & Remote Sensing
- International Journal of Applied Earth Observation and Geoinformation
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Neurocomputing
- GIScience & Remote Sensing
- International Journal of Digital Earth
- Scientific Reports
- ACM Transactions on Knowledge Discovery from Data
- Humanities & Social Sciences Communications
- Global Transitions
- European Journal of Remote Sensing
- Environmental Monitoring and Assessment
- Natural Hazards
- GeoInformatica
- AAAI '26-'27
- KDD '25 (Cycle 2) and '26 (Cycle 1)
- NeurIPS '26
- SIGSPATIAL '25-'26
- SIGSPATIAL UMFM '26
- IEEE BigData '25
- AAAI '23-'25
- IJCAI '23-'25
- KDD '25
- SIGSPATIAL '23-'24
- ICDM '25
- IEEE BigData '24
- SDM '23