posted by organizer: jens_buss || 2308 views || tracked by 1 users: [display]

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

FacebookTwitterLinkedInGoogle

Link: https://sfb876.tu-dortmund.de/ml.astro
 
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: https://sfb876.tu-dortmund.de/ml.astro/

Tim Ruhe (on behalf of the Organizing Committee)

Related Resources

Ei/Scopus-CEICE 2026   2026 3rd International Conference on Electrical, Information and Communication Engineering (CEICE 2026)
Ei/Scopus-CCNML 2025   2025 5th International Conference on Communications, Networking and Machine Learning (CCNML 2025)
IEEE-ACAI 2025   2025 IEEE 8th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2025)
IEEE-CTCNet 2025   2025 2nd Asia Pacific Conference on Computing Technologies, Communications and Networking (CTCNet 2025)
Ei/Scopus-SGGEA 2025   2025 2nd Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2025)
Ei/Scopus-MLBDM 2025   2025 5th International Conference on Machine Learning and Big Data Management (MLBDM 2025)
IEEE Big Data - MMAI 2025   IEEE Big Data 2025 Workshop on Multimodal AI
IEEE-Ei/Scopus-PRDM 2025   2025 6th International Conference on Pattern Recognition and Data Mining (PRDM 2025)
S+SSPR 2026   Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition
Ei/Scopus-EECT 2026   2026 IEEE 6th International Conference on Advances in Electrical, Electronics and Computing Technology (EECT 2026)