Jianwu Wang
Scholar

Jianwu Wang

Google Scholar ID: Q1VuLaMAAAAJ
Professor of Data Science, University of Maryland Baltimore County
Big Data AnalyticsEarth/Climate InformaticsCausal AIDistributed Computing
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Citations & Impact
All-time
Citations
4,634
 
H-index
29
 
i10-index
68
 
Publications
20
 
Co-authors
25
list available
Contact
No contact links provided.
Publications
17 items
Time-Varying Causal Treatment for Quantifying the Causal Effect of Short-Term Variations on Arctic Sea Ice Dynamics
2026
Cited
0
PhysE-Inv: A Physics-Encoded Inverse Modeling approach for Arctic Snow Depth Prediction
2026
Cited
0
FAConvLSTM: Factorized-Attention ConvLSTM for Efficient Feature Extraction in Multivariate Climate Data
2026
Cited
0
Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals
2025
Cited
0
Attention-Guided Deep Adversarial Temporal Subspace Clustering (A-DATSC) Model for multivariate spatiotemporal data
2025
Cited
0
LLM-Enhanced, Data-Driven Personalized and Equitable Clinician Scheduling: A Predict-then-Optimize Approach
2025
Cited
0
B-TGAT: A Bi-directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data
2025
Cited
0
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data
2025
Cited
0
Resume (English only)
Co-authors
25 total
Ilkay Altintas
Ilkay Altintas
SDSC/UCSD
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Aryya Gangopadhyay
Aryya Gangopadhyay
Professor, Information Systems, Affiliate Professor CSEE, UMBC
Jian Yu
Jian Yu
Auckland University of Technology
Wenbin Zhang
Wenbin Zhang
Florida International University
Co-author 8
Co-author 8