PhD Student

Ammar Kheder

At AMC-Lahti since 2024

Neural emulatorsAir quality AI

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.

ammar.kheder@lut.fi ORCID Google Scholar GitHub 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
Deep Spatio-Temporal Neural Network for Air Quality Reanalysis
Image Analysis. SCIA 2025. Lecture Notes in Computer Science, vol. 15725 (pp. 74–87)

Ammar Kheder

Publications as co-author

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

Deep Spatio-Temporal Neural Network for Air Quality Reanalysis