Dr. Jianwu Wang
Professor · Tenured
Department of Computer Science and Electrical Engineering Department of Information Systems Goddard Earth Sci & Tech Center
College of Engineering and Information Technology
He/Him/His/Himself
About
Professor at the Department of Information Systems, University of Maryland, Baltimore County (UMBC)
Research interests
Big Data Analytics, Earth and Climate Informatics, Causal Artificial Intelligence, Distributed Computing, Earth AI
Teaching interests
Data Science, Big Data, Distributed Systems
Education
- Postdoc, Computer Software and Application — University of California, San Diego (2010)
- Postdoc, Control and Computer Engineering — Polytechnic University of Turin (2008)
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Ph D, Computer Software and Theory
— Chinese Academy of Sciences (2007) A Domain Oriented and Business User Friendly Service Model
- BS, Computer Science and Technology — Tianjin University (2001)
Publications
- Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals 2026
- Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data 2025
- DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets 2025
- Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction 2025
- An edge-cloud integrated framework for flexible and dynamic stream analytics 2022
- Influence of the Three-dimensional Radiative Effects on Cloud Droplet Number Concentration Retrievals and their impacts on Aerosol Cloud Interaction Analysis
- Team-Based Online Learning in Multidisciplinary Research and Instruction
Creative Publications
- An edge-cloud integrated framework for flexible and dynamic stream analytics 2022
Presentations
- Machine Learning Module for Big Data Analysis in Kepler 2015
Grants and Contracts
- CAIG: Accelerating Radiative Transfer for Aerosol Satellite Remote Sensing Test Beds using Physics-Informed Neural Network 2026
- Machine Learning Guided Clinician Well-being Metrics and Scheduling Tools Combining Electronic Health Record (EHR) Data and Surveys 2025
- REU Site: Online Interdisciplinary Big Data Analytics in Science and Engineering 2024
- REU Supplement to: REU Site: Online Interdisciplinary Big Data Analytics in Science and Engineering 2024
- REU Site: Online Interdisciplinary Big Data Analytics in Science and Engineering 2021
- Systematically boosting clinical impact of linked open data in genetic medicine 2016
- SI2-SSE: Intelligent Sensing Data Management Middleware 2016
- Addressing Fundamental Sensing and Data Processing Problems in Sustainable Farms 2016
- Industrial Scale Demonstration of Smart Manufacturing Achieving Transformational Energy Productivity Gains 2015
- AI-Driven Modeling of Clinician Well-Being and Workforce Optimization Using Multi-Modal EHR Data and Knowledge Graphs
Courses Taught
- Distributed Systems
- Distributed Systems