Publications
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Publications
Peer-reviewed research from the centre.
25 publications since 2022.
2026
Zhang, H., Zhang, C., Yang, Y., Yin, S., Yin, S., Baykara, M., Liu, X., Boy, M.
Drivers of ozone episodes during clean and polluted days in eastern China: Insights into precursor characterization, source apportionment, and associated health risks
Environment International (2026)
Agenorwoth, S., Blåsten, E.
Statistical comparison of reconstruction methods for the inverse boundary problem of the one-dimensional wave equation
arXiv preprint (math.NA) (2026)
Liu, Z.-S., Maier, R., Rupp, A.
Multiscale corrections by continuous super-resolution
Neural Networks (2026)
Kheder, A., Toropainen, H., Peng, W., Antão, S., Liu, Z.-S., Boy, M.
Cross-Resolution Attention Network for High-Resolution PM2.5 Prediction
arXiv preprint (cs.CV) (2026)
Chaudhari, A., Ashu, T., Vita, G., and Hellsten, A.
Impact of Forest Density on Atmospheric Boundary-Layer Flow and Turbulence for Wind Energy Applications
Boundary Layer Meteorol., 192, 13 (2026)
Blåsten, E. L. K., Helin, T., Kujanpää, A., Oksanen, L., and Railo, J.
Recovering a (1 + 1)-dimensional wave equation from a single white noise boundary measurement
Inverse Problems, 42, 015007 (2026)
He, Y., Ding, X., He, Q., Zhang, Y., Baykara, M., Chen, D., Zhang, T., Yang, K., Wang, J., Cheng, Q., Jiang, H., Wang, Z., Liu, P., Wang, X., and Boy, M.
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 (2026)
Clusius, P., Baykara, M., Xavier, C., Zhou, P., Tyree, J., Foreback, B., Äijälä, M., Graeffe, F., Petäjä, T., Kulmala, M., Paasonen, P., Palmer, P. I., and Boy, M.
Modelling the impact of anthropogenic aerosols on CCN concentrations over a rural boreal forest environment
Atmos. Chem. Phys., 26, 1967–1992 (2026)
Kheder, A., Toropainen, H., Peng, W., Antão, S., Chen, J., Boy, M., and Liu, Z.-S.
TopoFlow: topography-aware pollutant Flow learning for high-resolution air quality prediction
npj Climate and Atmospheric Science (2026)
Fu, Z., Zhou, P., Cui, Z., Tan, R., Cheng, X., Iyer, S., Zeng, L., Yao, M., Xie, H.-B., Boy, M. H., Hu, M., and Guo, S.
Atmospheric Autoxidation of Polycyclic Aromatic Hydrocarbons Offset Air Quality and Health Gains from Solid Fuel Restriction
Environmental Science & Technology (2026)
2025
Liu, Z., Clusius, P., and Boy, M.
Neural network emulator for atmospheric chemical ODE
Neural Networks, 184, 107106 (2025)
Kheder, A., Foreback, B., Wang, L., Liu, Z., and Boy, M.
Deep Spatio-Temporal Neural Network for Air Quality Reanalysis
Image Analysis. SCIA 2025. Lecture Notes in Computer Science, vol. 15725 (pp. 74–87) (2025)
Huan, R.-J., Jie Li, Y., Chen. Q., Zhang, Y., Lin, C., Chan, C. K., Yu, J. Z., de Gouw, J., Tong, S., Jiang, J., Wang, W., Ding, X., Wang, S., Ge, M., Zhou, W., Worsnop, D., Boy, M., Bilde, M., Dusek, U., Carlton, A. G., Hoffmann, T., McNeill, V. F., and Glasius, M.
Secondary organic aerosol in urban China: A distinct chemical regime for air pollution studies
Science 389, eadq2840 (2025)
Foreback, B., Clusius, P., Baykara, M., Mahura, A., Pichelstorfer, L., Xavier, C., Zhou, P., Kokkonen, T.V., Kerminen, V.-M., Liu, Y., Xia, M., Chen, X., Hua, C., Wang, Z., Palmer, P.I., Nuterman, R., Baklanov, A., Ciarelli, G., Sinclair, V.A., Liu, Z.-S., Ashu, T., Ashu, V., Kulmala, M., Paasonen, P., and Boy, M.
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)
He, Y., Ding, X., He, Q., Zhang, Y., Chen, D., Zhang, T., Yang, K., Wang, J., Cheng, Q., Jiang, H., Wang, Z., Liu, P., Wang, X., and Boy, M.
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)
Peng, W., Liu, Z.-S., and Boy, M.
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
ECAI 2025 (2025)
2024
Foreback, B., Mahura, A., Clusius, P., Xavier, C., Baykara, M., Zhou, P., Nieminen, T., Sinclair, V., Kerminen, V.-M., Kokkonen, T. V., Hakala, S., Aliaga, D., Makkonen, R., Baklanov, A., Nuterman, R., Xia, M., Hua, C., Liu, Y., Kulmala, M., Paasonen, P., and Boy, M.
A new implementation of FLEXPART with Enviro-HIRLAM meteorological input, and a case study during a heavy air pollution event
Big Earth Data (2024)
Mahura, A., Baklanov, A., Makkonen, R., Boy, M., Petäjä, T., Lappalainen, H.K., Nuterman, R., Kerminen, V.-M., Arnold, S.R., Jochum, M., Shvidenko, A., Esaul, L., Sofiev, M., Stohl, A., Aalto, T., Bai, J., Chen, C.H., Cheng, Y.A., Drofa, O., Huang, J., Järvi, L., Kokkola, H., Kouznetsov, R., Li, T., Malguzzi, P., Monks, S., Poulsem, M.B., Noe, S.M., Palamarchuk, YU., Foreback, B., Clusius, P., Rasmussen, T.A.S., She, J., Sørensen, J.H., Spracklen, D., Su, H., Tonttila, J., Wang, S., Wang, J., Wolf-Grosse, T., Yu, Y., Zhang, Q., Zhang, W., Zheng, S., Li, S., Zhou, P., and Kulmala, M.
Towards seamless environmental prediction – development of Pan-Eurasian Experiment (PEEX) modelling platform
Big Earth Data (2024)
Fu, Z., Guo, S., Xie, H.-B., Zhou, P., Boy, M., Yao, M., and Hu, M.
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)
Pichelstorfer, L., Roldin, P., Rissanen, M., Hyttinen, N., Garmash, O., Xavier, C., Zhou, P., Clusius, P., Foreback, B., Almeida, T. G., Deng, C., Baykara, M., Kurten, T., and Boy, M.
Towards automated inclusion of autoxidation chemistry in models: from precursors to atmospheric implications
Environ. Sci.: Atmos., 4, 879-896 (2024)
2023
Zhou, P., Lu, Z., Keskinen, J.-P., Zhang, Q., Lento, J., Blan, J., van Noije, T., Le Sager, P., Kerminen, V.-M., Kulmala, M., Boy, M., and Makkonen, R.
Simulating dust emissions and secondary organic aerosol formation over northern Africa during the mid-Holocene Green Sahara period
Clim. Past, 19, 2445-2462 (2023)
Shang, D., Hu, M., Wang, X., Tang, L., Clusius, P. S., Qiu, Y., Yu, X., Chen, Z., Zhang, Z., Dao, X., Zeng, L., Guo, S., Wu, Z., and Boy, M.
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 (2023)
2022
Clusius, P., Xavier, C., Pichelstorfer, L., Zhou, P., Olenius, T., Roldin, P., and Boy, M.
Atmospherically Relevant Chemistry and Aerosol box model – ARCA box (version 1.2)
Geosci. Model Dev., 15, 7257–7286 (2022)
Xavier, C., Baykara, M., Wollesen de Jonge, R., Altstädter, B., Clusius, P., Vakkari, V., Thakur, R., Beck, L., Becagli, S., Severi, M., Traversi, R., Krejci, R., Tunved, P., Mazzola, M., Wehner, B., Sipilä, M., Kulmala, M., Boy, M., and Roldin, P.
Secondary aerosol formation in marine Arctic environments: a model measurement comparison at Ny-Ålesund
Atmos. Chem. Phys., 22, 10023–10043 (2022)
Boy, M., Zhou, P., Kurtén, T., Chen, D., Xavier, C., Clusius, P., Roldin, P., Baykara, M., Pichelstorfer, L., Foreback, B., Bäck, J., Petäjä, T., Makkonen, R., Kerminen, V.-M., Pihlatie, M., Aalto, J., and Kulmala, M.
Positive feedback mechanism between biogenic volatile organic compounds and the methane lifetime in future climates
npj Climate and Atmospheric Science, 5:72 (2022)