| Saturday 30 August 2025 | |
| Events for day: Monday 25 August 2025 |
| 11:00 - 12:00 Journal Club: Experiment & Phenomenology – Hybrid Format Application of Deep Generative Neural Networks in Event Generation and Detector Response Simulation School PARTICLES AND ACCELERATORS Abstract: In modern collider experiments, the quest to explore fundamental interactions between elementary particles has reached unparalleled levels of precision. Signatures from particle physics detectors are low-level objects (such as energy depositions or tracks) encoding the physics of collisions (the final state particles of hard scattering interactions). The complete simulation of them in a detector is a computational and storage-intensive task. To address this computational bottleneck in particle physics, alternative approaches have been developed, introducing additional assumptions and trade off accuracy for speed. The ... |