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Xiaoliang Ma

KTH Royal Institute of Technology

SCHOLARLY PAPERS

2

DOWNLOADS

88

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Interpretable Long-Horizon Air Pollutants Forecasting using A Transformer-based Framework

Number of pages: 66 Posted: 27 Oct 2025
Royal Institute of Technology (KTH), KTH Royal Institute of Technology, Swedish Meteorological and Hydrological Institute, affiliation not provided to SSRN and Stockholm University
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Abstract:

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Multi-horizon Forecasting Cross-Attention Interpretability Air Quality and Health Risk Meteorological Forecast Integration

2.

A Semiparametric Framework for Stochastic Fundamental Diagram Modeling

Number of pages: 25 Posted: 17 Mar 2026
KTH Royal Institute of Technology, KTH Royal Institute of Technology, KTH Royal Institute of Technology and Swedish Transport Administration
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Abstract:

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stochastic fundamental diagram, semiparametric modeling, traffic flow modeling, heteroscedastic uncertainty, neural network