Toward the end-to-end optimization of particle physics instruments with differentiable programming

T Dorigo, A Giammanco, P Vischia, M Aehle, M Bawaj… - Reviews in Physics, 2023 - Elsevier
The full optimization of the design and operation of instruments whose functioning relies on
the interaction of radiation with matter is a super-human task, due to the large dimensionality …

[HTML][HTML] Monolithic cmos sensors for high energy physics–challenges and perspectives

W Snoeys - Nuclear instruments and methods in physics research …, 2023 - Elsevier
CMOS cameras revolutionized the visible imaging world, and now also move into other
fields. After years of intensive research with significant progress and introduction in a few …

Performance of the electromagnetic and hadronic prototype segments of the ALICE Forward Calorimeter

M Aehle, J Alme, C Arata, I Arsene… - Journal of …, 2024 - iopscience.iop.org
We present the performance of a full-length prototype of the ALICE Forward Calorimeter
(FoCal). The detector is composed of a silicon-tungsten electromagnetic sampling …

Progress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming

M Aehle, L Arsini, RB Barreiro, A Belias, F Bury… - arXiv preprint arXiv …, 2023 - arxiv.org
In this article we examine recent developments in the research area concerning the creation
of end-to-end models for the complete optimization of measuring instruments. The models …

Feasibility study of a proton CT system based on 4D-tracking and residual energy determination via time-of-flight

F Ulrich-Pur, T Bergauer, A Burker, A Hirtl… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. For dose calculations in ion beam therapy, it is vital to accurately determine the
relative stopping power (RSP) distribution within the treatment volume. A suitable imaging …

Uncertainty-aware spot rejection rate as quality metric for proton therapy using a digital tracking calorimeter

A Schilling, M Aehle, J Alme… - Physics in Medicine …, 2023 - iopscience.iop.org
Objective. Proton therapy is highly sensitive to range uncertainties due to the nature of the
dose deposition of charged particles. To ensure treatment quality, range verification …

Towards Neural Charged Particle Tracking in Digital Tracking Calorimeters With Reinforcement Learning

T Kortus, R Keidel, NR Gauger… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
We propose a novel technique for reconstructing charged particles in digital tracking
calorimeters using reinforcement learning aiming to benefit from the rapid progress and …

Continuum modeling perspectives of non-Fourier heat conduction in biological systems

Á Sudár, G Futaki, R Kovács - Journal of Non-Equilibrium …, 2021 - degruyter.com
The thermal modeling of biological systems is increasingly important in the development of
more advanced and more precise techniques such as ultrasound surgery. One of the …

Helium radiography with a digital tracking calorimeter—a Monte Carlo study for secondary track rejection

HES Pettersen, L Volz, JR Sølie, J Alme… - Physics in Medicine …, 2021 - iopscience.iop.org
Radiation therapy using protons and heavier ions is a fast-growing therapeutic option for
cancer patients. A clinical system for particle imaging in particle therapy would enable online …

Meeting the detector challenges for pre-clinical proton and ion computed tomography

RP Johnson - Physics in Medicine & Biology, 2024 - iopscience.iop.org
Six decades after its conception, proton computed tomography (pCT) and proton
radiography have yet to be used in medical clinics. However, good progress has been made …