posted by organizer: jens_buss || 1930 views || tracked by 1 users: [display]

ml.astro 2022 : Workshop on Machine Learning for Astroparticle Physics and Astronomy


When Sep 16, 2022 - Sep 16, 2022
Where Hamburg
Submission Deadline Apr 30, 2022
Notification Due Jun 17, 2022
Final Version Due Jul 8, 2022
Categories    machine learning   artificial intelligence   astroparticle physics   astronomy

Call For Papers

We invite you to the "Workshop on Machine Learning for Astroparticle Physics and Astronomy" (ml.astro), co-located with INFORMATIK 2022.

The workshop will be held on September 26th 2022 in Hamburg, Germany and include invited as well as contributed talks. Contributions should be submitted as full papers of 6 to 10 pages until April 30th 2022 and may include, without being limited to, the following topics:

* Machine learning applications in astroparticle physics and astronomy
* Unfolding / deconvolution / quantification
* Neural networks and graph neural networks (GNNs)
* Generative adversarial networks (GANs)
* Ensemble Methods
* Unsupervised learning
* Unsupervised domain adaptation
* Active class selection
* Imbalanced learning
* Learning with domain knowledge
* Particle reconstruction, tracking, and classification
* Monte Carlo simulations

Further information on the timeline and the submission of contributions is provided via the workshop website:

Tim Ruhe (on behalf of the Organizing Committee)

Related Resources

AMLDS 2025   2025 International Conference on Advanced Machine Learning and Data Science
Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
Ei/Scopus- DMCSE 2024   2024 International Conference on Data Mining, Computing and Software Engineering (DMCSE 2024)
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
Ei/Scopus-ACAI 2024   2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI 2024)
ICMLA 2024   23rd International Conference on Machine Learning and Applications
EI/Scopus-PRDM 2024   2024 5th International Conference on Pattern Recognition and Data Mining(PRDM 2024)
AAAI 2025   The 39th Annual AAAI Conference on Artificial Intelligence
ITNG 2024   The 21st Int'l Conf. on Information Technology: New Generations ITNG 2024