Workshop on Machine Learning for Astroparticle Physics and Astronomy
ml.astro 2022
- URL: https://sfb876.tu-dortmund.de/ml.astro
- Event Date: 2022-09-16 ~ 2022-09-16
- Submission Date: 2022-04-30
- Location: Hamburg, Germany
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)
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)
Journal Promotion
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| Acta Koreana (Acta Koreana) |
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| Acta Via Serica (AVS) |
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| Computers and Concrete (CAC) |
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| Journal of Information Processing Systems (JIPS) |
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| Journal of Internet Computing and Services (KSII - JICS) |
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| Journal of Smart Tourism (Smart Tourism) |
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| Membrane and Water Treatment (MWT) |
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| Wind and Structures, An International Journal (Wind and Structures) |
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