IV Geant4 International User Conference at the physics-medicine-biology frontier

Session

Geant4 and Artificial Intelligence

AI

Oct 24, 2022, 2:00 PM

Centro Congressi “Federico II”, (Napoli, Italy)

Description

Chairs: David Sarrut (F) and Gianfranco Paternò (IT)

121. Keynote: Artificial Intelligence for Monte Carlo Simulation in Medical Physics

David Sarrut (CNRS and at CREATIS / Léon Bérard cancer center)

10/24/22, 2:00 PM

88. CNN for multi-proton events at the ASTRA range telescope for pCT

Marc Granado-Gonzalez (School of physics and astrophysics, University of Birmingham, Birmingham, United Kingdom)

10/24/22, 2:23 PM

112. FAST EMULATION OF DEPOSITED DOSE DISTRIBUTIONS BY MEANS OF DEEP LEARNING

Lorenzo Arsini (Department of Physics, University of Rome “La Sapienza” and INFN)

10/24/22, 2:35 PM

111. Towards the emulation of BLOB, a nuclear interaction model, with Deep Learning

Lorenzo Arsini (Sapienza and INFN Sec. of Rome)

10/24/22, 2:47 PM

51. Toward a generic approach for dose distribution recovery by using Deep Learning and GPU-based Geant4 simulations

Asma TOUIL (Laboratory of Medical Information Processing (LaTIM), INSERM-UMR 1101, Brest, (France))

10/24/22, 2:59 PM