
Co-leader of AMC-Lahti
Michael Boy
At AMC-Lahti since 2023
Professor in Atmospheric Science and Applied Mathematics. Shared position between University of Helsinki, INAR, and LUT University, Department of Computational Engineering. Main scientific interests: atmospheric chemistry and aerosol dynamics, and applying machine learning and AI techniques in these areas.
Publications
Publications as co-author
Publications co-authored since joining AMC-Lahti.
2026
Atmospheric Autoxidation of Polycyclic Aromatic Hydrocarbons Offset Air Quality and Health Gains from Solid Fuel Restriction
Environmental Science & Technology
2026
TopoFlow: topography-aware pollutant Flow learning for high-resolution air quality prediction
npj Climate and Atmospheric Science
2026
Modelling the impact of anthropogenic aerosols on CCN concentrations over a rural boreal forest environment
Atmos. Chem. Phys., 26, 1967–1992
2026
Driving factors of oxalic acid and enhanced role of gas-phase oxidation under cleaner conditions: insights from 2007–2018 field observations in the Pearl River Delta
Atmos. Chem. Phys., 26, 1093–1107
2025
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
ECAI 2025
2025
Long-term Trends in PM2.5 Chemical Composition and Its Impact on Aerosol Properties: Field Observations from 2007 to 2020 in Pearl River Delta, South China
Atmospheric Chemistry and Physics, 25, 13729–13745
2025
A Lagrangian view on severe haze in Beijing: local and long-range sources of trace gases and primary and secondary aerosols
Atmospheric Environment, 363, 121602
2025
Secondary organic aerosol in urban China: A distinct chemical regime for air pollution studies
Science 389, eadq2840
2025
Deep Spatio-Temporal Neural Network for Air Quality Reanalysis
Image Analysis. SCIA 2025. Lecture Notes in Computer Science, vol. 15725 (pp. 74–87)
2025
Neural network emulator for atmospheric chemical ODE
Neural Networks, 184, 107106
2024
Towards automated inclusion of autoxidation chemistry in models: from precursors to atmospheric implications
Environ. Sci.: Atmos., 4, 879-896
2024
A near-Explicit Reaction Mechanism of Chlorine-Initiated Limonene: Implications for Health Risks Associated with the Concurrent Use of Cleaning Agents and Disinfectants
Environ. Sci. Technol., 58, 19762-19773
2024
Towards seamless environmental prediction – development of Pan-Eurasian Experiment (PEEX) modelling platform
Big Earth Data
2024
A new implementation of FLEXPART with Enviro-HIRLAM meteorological input, and a case study during a heavy air pollution event
Big Earth Data
2023
Simulating dust emissions and secondary organic aerosol formation over northern Africa during the mid-Holocene Green Sahara period
Clim. Past, 19, 2445-2462
2023
Spatial Inhomogeneity of New Particle Formation in Urban and Mountainous Atmospheres of the North China Plain during the 2022 Winter Olympics
Atmosphere, 14(9), 1395
2022
Positive feedback mechanism between biogenic volatile organic compounds and the methane lifetime in future climates
npj Climate and Atmospheric Science, 5:72
2022
Secondary aerosol formation in marine Arctic environments: a model measurement comparison at Ny-Ålesund
Atmos. Chem. Phys., 22, 10023–10043
2022
Atmospherically Relevant Chemistry and Aerosol box model – ARCA box (version 1.2)
Geosci. Model Dev., 15, 7257–7286
