3 papers
cs.LG2026
A Flexible Adaptive Stable Clustering Algorithm for Archive-Scale Online Mass Spectrometry
Shao Shi, Xin Yang, Huiran Feng +8
Modern online mass spectrometry generates multi-terabyte data streams critical for understanding Earth's environmental systems. However, extracting actionable chemical insights fro…
physics.ao-ph2026
Data-driven Urban Surface Classification Elucidates Global City Heterogeneity
Yiheng Chen, Wai-Chi Cheng, Tzung-May Fu +6
Accurate urban surface characterization is essential for environmental modeling, risk assessment, and climate adaptation. However, existing classifications of urban surfaces lack t…
physics.ao-ph2026
Diffusion-based Probabilistic Air Quality Forecasting with Mechanistic Insight
Ao Ding, Aoxing Zhang, Tzung-May Fu +9
Current operational air quality forecasts are computationally expensive, sensitive to errors in physics and emissions, and often neglect weather-related uncertainty. To address the…