148 citations · 875 across the 48 of their papers we have counts for
4 papers · 1 filter
On the Codesign of Scientific Experiments and Industrial Systems
Tommaso Dorigo, Pietro Vischia, Shahzaib Abbas +84
The optimization of large experiments in fundamental science, such as detectors for subnuclear physics at particle colliders, shares with the optimization of complex systems for in…
Optimization of a cosmic muon tomography scanner for cargo border control inspection
Z. Zaher, H. Lay, T. Dorigo +9
The past several decades have seen significant advancement in applications using cosmic-ray muons for tomography scanning of unknown objects. One of the most promising developments…
Automatic optimisation of a Parallel-Plate Avalanche Counter with Optical Readout
María Pereira Martínez, Xabier Cid Vidal, Pietro Vischia
An automatic optimisation procedure is proposed for some operational parameters of a Parallel-Plate Avalanche Counter with Optical Readout, a detector designed for heavy-ion tracki…
End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
Kylian Schmidt, Nikhil Kota, Jan Kieseler +16
Recent advances in machine learning have opened new avenues for optimizing detector designs in high-energy physics, where the complex interplay of geometry, materials, and physics…