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Xiao Xiang Zhu — most-cited papers & profile · Time Series
← authors
·
overview
Xiao Xiang Zhu
48
papers ·
149
citations ·
79
h-index
Munich Center for Quantum Science and Technology · Medprevent Ottobrunn · Munich Center for Machine Learning · Technical University of Munich
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Semantic Scholar ↗
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Most-cited papers
Physically consistent and uncertainty-aware learning of spatiotemporal dynamics
2025
Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones
2019
Trusting small training dataset for supervised change detection
2021
Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward
2023
GEO-Bench: Toward Foundation Models for Earth Monitoring
2023
Causal Graph Neural Networks for Wildfire Danger Prediction
2024
Large-scale flood modeling and forecasting with FloodCast
2024
On the Foundations of Earth and Climate Foundation Models
2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation
2024
Top co-authors
Yilei Shi
· 4
Gustau Camps-Valls
· 3
Qingsong Xu
· 3
Zhitong Xiong
· 3
Shan Zhao
· 2
Sudipan Saha
· 2
Adam J. Stewart
· 1
Alexandre Drouin
· 1
Alexandre Lacoste
· 1
Beg\"um Demir
· 1
Bertrand Le Saux
· 1
Biplab Banerjee
· 1
Topics
cs.LG
cs.AI
cs.CV
physics.comp-ph
Domain — Energy/Weather
Anomaly Detection
eess.IV
stat.AP
physics.flu-dyn
eess.SP