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

4 citations

5 papers

eess.IV2025

Ultrasound-based detection and malignancy prediction of breast lesions eligible for biopsy: A multi-center clinical-scenario study using nomograms, large language models, and radiologist evaluation

Ali Abbasian Ardakani, Afshin Mohammadi, Taha Yusuf Kuzan +7

To develop and externally validate integrated ultrasound nomograms combining BIRADS features and quantitative morphometric characteristics, and to compare their performance with ex…

stat.ML2025★ 1 cited

Trustworthy scientific inference with generative models

James Carzon, Luca Masserano, Joshua D. Ingram +7

Generative artificial intelligence (AI) excels at producing complex data structures (text, images, videos) by learning patterns from training examples. Across scientific discipline…

physics.ins-det2025★ 4 cited

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…

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…