Ammar Kheder

News

Publications

1. Global probabilistic forecasting of air pollution

   A. Kheder, M. Boy, Z.-S. Liu

   arXiv preprint, 2026.

   arXiv Code Project Case study

   BibTeX

   @misc{kheder2026foehn,
     title         = {Global probabilistic forecasting of air pollution},
     author        = {Kheder, Ammar and Boy, Michael and Liu, Zhi-Song},
     year          = {2026},
     eprint        = {2610.25941},
     archivePrefix = {arXiv},
     primaryClass  = {cs.AI},
     url           = {https://arxiv.org/abs/2610.25941}
   }

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

   A. Kheder, H. Toropainen, W. Peng, S. Antão, J. Chen, M. Boy, Z.-S. Liu

   npj Climate and Atmospheric Science, Nature Portfolio, 2026.

   Nature arXiv Code Project

   BibTeX

   @article{kheder2026topoflow,
     title   = {TopoFlow: topography-aware pollutant flow learning for high-resolution air quality prediction},
     author  = {Kheder, Ammar and Toropainen, Henri and Peng, Wei and Ant{\~a}o, Samuel and Chen, Jia and Boy, Michael and Liu, Zhi-Song},
     journal = {npj Climate and Atmospheric Science},
     year    = {2026},
     doi     = {10.1038/s41612-026-01417-5}
   }

3. CRAN-PM: Cross-Resolution Attention Network for High-Resolution PM_2.5 Prediction

   A. Kheder et al.

   Preprint, 2026.

   arXiv Code Project

   BibTeX

   @misc{kheder2026cranpm,
     title         = {CRAN-PM: Cross-Resolution Attention Network for High-Resolution PM2.5 Prediction},
     author        = {Kheder, Ammar and others},
     year          = {2026},
     eprint        = {2603.11725},
     archivePrefix = {arXiv},
     url           = {https://arxiv.org/abs/2603.11725}
   }

4. Inverse Neural Operator for ODE Parameter Optimization

   Z.-S. Liu, W. Peng, H. Toropainen, A. Kheder, A. Rupp, H. Froning, X. Lin, M. Boy

   Preprint, 2026.

   arXiv

5. Deep Spatio-Temporal Neural Network for Air Quality Reanalysis

   A. Kheder, B. Foreback, L. Wang, Z.-S. Liu, M. Boy

   Scandinavian Conference on Image Analysis (SCIA), Springer LNCS, 2025.

   arXiv Springer Code

   BibTeX

   @inproceedings{kheder2025aqnet,
     title     = {Deep Spatio-Temporal Neural Network for Air Quality Reanalysis},
     author    = {Kheder, Ammar and Foreback, Benjamin and Wang, Lili and Liu, Zhi-Song and Boy, Michael},
     booktitle = {Scandinavian Conference on Image Analysis (SCIA)},
     series    = {Lecture Notes in Computer Science},
     publisher = {Springer},
     year      = {2025},
     doi       = {10.1007/978-3-031-95911-0_6}
   }