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hep-ph2026
Multitask Jet Analysis with Vision-Language Models: A Physics-Informed Four-Panel Representation
Lu Zhang, Rachik Soualah, Abbes Amira
The enormous recorded data at high-energy physics (HEP) colliders make the accurate identification of physics objects a bottleneck in disentangling event topologies, where machine…
hep-ph2024★ 4 cited
Image and Point-cloud Classification for Jet Analysis in High-Energy Physics: A survey
Hamza Kheddar, Yassine Himeur, Abbes Amira +1
Nowadays, there has been a growing trend in the field of high-energy physics (HEP), in both its experimental and phenomenological studies, to incorporate machine learning (ML) and…