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Pioneering Research and Publications

Publications

2025

  • Peng, W., Liu, Z.-S., and Boy, M.: SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation, ECAI 2025, October 21, 2025, https://doi.org/10.3233/faia251040 , 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, https://doi.org/10.5194/acp-25-13729-2025 , 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, https://doi.org/10.1016/j.atmosenv.2025.121602 , 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 https://doi.org/10.1126/science.adq2840, 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) https://doi.org/10.1007/978-3-031-95911-0_6, 2025.

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., 2024, 4, 879-896, https://doi.org/10.1039/d4ea00054d, 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, https://doi.org/10.1021/acs.est.4c04388, 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, https://doi.org/10.1080/20964471.2024.2325019, 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, https://doi.org/10.1080/20964471.2024.2316230, 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, https://doi.org/10.1080/20964471.2024.2316230, 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, https://doi.org/10.3390/atmos14091395,  2023.

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,
    https://doi.org/10.1038/s41612-022-00292-0, 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, 2022, 10023–10043,
    https://doi.org/10.5194/acp-22-10023-2022.
  • 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,
    https://doi.org/10.5194/gmd-15-7257-2022, 2022.
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