Co-leader of AMC-Lahti

Zhi-Song Liu

At AMC-Lahti since 2023

AI for chemistryComputer vision

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.

zhisong.liu@lut.fi Google Scholar University

Publications

Publications as co-author

Publications co-authored since joining AMC-Lahti.

2026
TopoFlow: topography-aware pollutant Flow learning for high-resolution air quality prediction
npj Climate and Atmospheric Science
2025
SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation
ECAI 2025
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
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

Zhi-Song Liu

Publications as co-author

TopoFlow: topography-aware pollutant Flow learning for high-resolution air quality prediction

SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation

A Lagrangian view on severe haze in Beijing: local and long-range sources of trace gases and primary and secondary aerosols

Deep Spatio-Temporal Neural Network for Air Quality Reanalysis

Neural network emulator for atmospheric chemical ODE