科学实验与工业系统的代码设计
仪器与探测器
2026-03-30 v1 天体物理仪器与方法
高能物理 - 实验
摘要
fundamental science 中的大型实验优化（例如粒子碰撞器中用于亚核物理的探测器），与针对工业或社会应用的复杂系统优化，面临着相同的常见问题：即解决描述数据产生硬件的参数与分析这些数据所用参数之间的关联。虽然在许多情况下可以忽略这种耦合——当问题能够成功地分解为更简单的子任务并串行处理时——但在某些情况下，这种方法无法收敛到预期性能的绝对最大值，因而导致优化的硬件和软件解决方案之间出现错位。本文考虑了来自粒子物理及相关领域的若干感兴趣的实际案例，以及一系列工业和社会应用中同样相关的情形。我们讨论了这些系统中强烈硬件-软件耦合的出现情况，以及可能部署的协同设计程序，以识别其相关效用函数的全局最大值。我们观察到，在应用和挑战驱动的项目中，存在大量机会可以推动硬件-软件协同设计优化方法和工具的发展，桥接 fundamental science 与产业，塑造科学实验和工业系统的未来。
引用
@article{arxiv.2603.26613,
title = {On the Codesign of Scientific Experiments and Industrial Systems},
author = {Tommaso Dorigo and Pietro Vischia and Shahzaib Abbas and Tosin Adewumi and Lama Alkhaled and Lorenzo Arsini and Muhammad Awais and Maxim Borisyak and András Bóta and Florian Bury and Sascha Caron and James Carzon and Long Chen and Prakash C. Chhipa and Paul Christakopoulos and Jacopo De Piccoli and Andrea De Vita and Zlatan Dimitrov and Michele Doro and Luigi Favaro and Francesco Ferranti and Santiago Folgueras and Rihab Gargouri and Nicolas R. Gauger and Andrea Giammanco and Christian Glaser and Tobias Golling and João A. Gonçalves and Hui Han and Hamza Hanif and Lukas Heinrich and Yan Chai Hum and Florent Imbert and Andreas Ipp and Michael Kagan and Noor Kainat Syeda and Rukshak Kapoor and Aparup Khatua and Eduard J. Kerkhoven and Jan Kieseler and Tobias Kortus and Ashish Kumar Singh and Marius S. Köppel and Daniel Lanchares and Ann Lee and Pelayo Leguina and Christos Leonidopoulos and Giuseppe Levi and Boying Li and Chang Liu and Marcus Liwicki and Karl Lowenmark and Enrico Lupi and Carlo Mancini-Terracciano and Dominik Maršík and Leonidas Matsakas and Hamam Mokayed and Federico Nardi and Amirhossein Nayebiastaneh and Xuan T. Nguyen and Aitor Orio and Jingjing Pan and Jigar Patel and Carmelo Pellegrino and María Pereira Martínez and Karolos Potamianos and Shah Rukh Qasim and Martin Ravn and Luis Recabarren Vergara and Humberto Reyes-González and Hipolito A. Riveros Guevara and Ippocratis D. Saltas and Rajkumar Saini and Fredrik Sandin and Alexander Schilling and Kylian Schmidt and Nicola Serra and Saqib Shahzad and Foteini Simistira Liwicki and Giles C. Strong and Kristian Tchiorniy and Mia Tosi and Andrey Ustyuzhanin and Xabier Cid Vidal and Kinga A. Wozniak and Mengqing Wu and Zahraa Zaher},
journal= {arXiv preprint arXiv:2603.26613},
year = {2026}
}
备注
91 pages, 58 figures