Brazilian Center for Linear Collider Studies, Kick-off Meeting

Session

Contributions from South America

22 Jul 2021, 10:15

Presentation materials

Zoom Link

3. Simulation of electromagnetic showers in calorimeters with generative adversarial networks

Gustavo Gil Da Silveira (Universidade do Estado do Rio de Janeiro (BR))

22/07/2021, 10:15

Detector simulation and particle reconstruction consumes a significant amount of processing time for high-complex particle collisions, such that performed at the Large Hadron Collider. In general, the time per event in Geant4-based simulations with CPU can be highly improved with an approach based on machine learning framework. In this work we employ CaloGAN, a tool comprised of a generative...

4. Axion-like Particles via photon-photon fusion @ILC

Patricia Rebello Teles (Brazilian Center for Physics Research - CBPF (BR))

22/07/2021, 10:35

"Prospects for measurements of axion-like particles (ALPs) produced via photon-photon fusion in e+e- collisions at the ILC will be presented. Exclusion limits can be reached in various regions of ALP mass versus ALP-photon coupling. ILC beams and detector considerations needed to achieve such results could be also discussed, as well as available MC generators allowing polarized beams. Plans...

11. Dark vector resonances at CLIC

Alfonso Zerwekh (Universidad Tecnica Federico Santa Maria)

22/07/2021, 10:55