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20152026
most citedToward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper

8 citations · 31 across the 19 of their papers we have counts for

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Showing 2023Show all

5 papers · 1 filter

physics.ins-det2023★ 5 cited

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

M. Aehle, J. Alme, C. Arata +74

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 calorimeter…

astro-ph.IM2023★ 2 cited

Toward the End-To-End Optimization of the SWGO Array Layout

Tommaso Dorigo, Max Aehle, Cornelia Arcaro +13

In this document we consider the problem of finding the optimal layout for the array of water Cherenkov detectors proposed by the SWGO collaboration to study very-high-energy gamma…

physics.ins-det2023★ 4 cited

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

Max Aehle, Lorenzo Arsini, R. Belén Barreiro +27

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…

cs.MS2023

Integrating Enzyme-generated functions into CoDiPack

M. Sagebaum, M. Aehle, N. R. Gauger

In operator overloading algorithmic differentiation, it can be beneficial to create custom derivative functions for some parts of the code base. For manual implementations of the d…

physics.flu-dyn2023

Trailing-Edge Noise Reduction using Porous Treatment and Surrogate-based Global Optimization

Jan Rottmayer, Emre Özkaya, Sutharsan Satcunanathan +6

Broadband noise reduction is a significant problem in aerospace and industrial applications. Specifically, the noise generated from the trailing edge of an airfoil poses a challeng…