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The team
Researchers across atmospheric chemistry, modelling, AI and inverse problems — at LUT University and the University of Helsinki.
Co-leader of AMC-LahtiSince 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.
Co-leader of AMC-LahtiSince 2023
Joined Computational Engineering, LUT in 2023. M.Sc. and Ph.D. degrees in Electronical and Information Engineering (2016, 2020) from the Hong Kong Polytechnic University. Research: AI for atmospheric chemistry, 2D/3D processing, low/high-level computer vision.
ProfessorSince 2023
Professor of applied mathematics at the Department of Computational Engineering, LUT University. Main field of interest: statistical inverse problems, especially Bayesian sampling methods for model calibration. Co-supervises several AMC-Lahti doctoral students.
Associate ProfessorSince 2024
Associate professor and mathematician at LUT University. Research: applied mathematics, wave scattering and inverse problems.
Associate ProfessorSince 2025
Associate professor at LUT University. Research: chemical composition and evolution of atmospheric aerosols and their impacts on air quality and climate.
Post-docSince 2024
Post-doctoral urban air quality modelling researcher. Research: atmospheric boundary layer (ABL) processes. Current work: urban pollution modelling using SOSAA in urban areas.
Post-docSince 2024
Specialised in atmospheric process model development. PhD work concentrated on source identification of atmospheric aerosols using SOSAA coupled with FLEXPART. Defended June 2025.
PhD StudentSince 2023
Master's in Computational Engineering from LUT (2023). Doctoral studies at AMC Lahti since autumn 2023 on optimizing chemistry codes related to autoxidation of volatile organic compounds.
PhD StudentSince 2023
MSc in Air Pollution Management and Control (2020). Doctoral studies at AMC Lahti since autumn 2023 on the development of a multi-phase chemistry scheme by applying machine learning techniques.
PhD StudentSince 2024
PhD student since 2024. Research: analysing atmospheric chemistry with deep learning and building surrogate models. Previously MSc in High-Performance Computing at EPCC, University of Edinburgh.
PhD StudentSince 2024
PhD student in Atmospheric Science at INAR (University of Helsinki), joined AMC in September 2024. Bachelor's in Environmental Engineering from Sichuan University, Master's from the National University of Singapore.
PhD StudentSince 2024
PhD student since 2024. Research: building neural network-based emulators to improve predictive models for air quality and Earth systems. Engineering background in Big Data and AI from the University of Poitiers and CNAM.
PhD StudentSince 2024
PhD in computational sciences at LUT University since December 2024. MSc in mathematics (2024) and theoretical ecology (2025). Research: atmospheric modelling, transport and chemical evolution of air masses in the Arctic, using SOSAA-FP.
PhD StudentSince 2024
PhD in Mathematics at LUT University since 2024. Research: Uncertainty and Computation in Acoustic Imaging of Pipes.
Post-docSince 2024
Postdoctoral researcher at AMC-Lahti, supported by the Carlsberg Foundation Postdoc Fellowship. PhD at Lund University, defended 2024.
Post-docSince 2025
Postdoctoral Researcher at INAR, University of Helsinki, joined AMC-Lahti in 2025. Research: autoxidation mechanisms via quantum chemistry calculations.
PhD StudentSince 2025
Joined AMC-Lahti in May 2025. PhD on physics-informed generative neural networks for climate downscaling. MSc in Data-Centric Engineering from LUT.
PhD StudentSince 2025
PhD student in the air quality group at INAR, joined our collaboration in March 2025. Master's from Xiamen University.
Post-docSince 2023
PhD started at INAR in 2018, doctorate obtained in June 2025. Studied severe air pollution events in megacities using FLEXPART-SOSAA.
Visiting ResearcherSince 2023
PhD from Istanbul Technical University (2018), focused on atmospheric particulate matter in Turkey. Joined AMC-Lahti as visiting scientist in March 2019.
Post-docSince 2026
PhD in Chemical Engineering (IIT Roorkee, 2026). Research on non-spherical granular flow combining experiments, DEM simulations and machine learning.
Post-doc2023 – 2025
Former postdoctoral researcher at AMC-Lahti. PhD in Prof. Boy's group (2022). Completed a 2-year postdoc at Lund University.
PhD Student2025
Former PhD student at the Guangzhou Institute of Geochemistry, Chinese Academy of Sciences. Joined AMC-Lahti and worked there until October 2025.
PhD Student2025 – 2026
Former PhD student in Environmental Engineering at Beijing Normal University. Joined AMC-Lahti in January 2025.
