Siyuan Shen

Employment

• Washington University in St. Louis

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• A Global Dataset of Surface NO2 Estimation Based on Machine Learning Using Process-based Information
  Scientific Data 2026 DOI: 10.1038/s41597-026-08329-2
  +Save
• Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with Uncertainty Quantification
  ACS ES&T Air 2026 DOI: 10.1021/acsestair.5c00251
  +Save
• North American Fine Particulate Matter Chemical Composition for 2000–2022 from Satellites, Models, and Monitors: The Changing Contribution of Wildfires
  ACS ES&T Air 2024 DOI: 10.1021/acsestair.4c00151
  +Save
• Enhancing Global Estimation of Fine Particulate Matter Concentrations by Including Geophysical a Priori Information in Deep Learning
  ACS ES&T Air 2024 DOI: 10.1021/acsestair.3c00054
  +Save