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Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
[article]
2022
arXiv
pre-print
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, given the large dimensionality of the space of possible choices for geometry, detection technology, materials, data-acquisition, and information-extraction techniques, and the interdependence of the related parameters. On the other hand, massive potential gains in performance over standard, "experience-driven" layouts are in principle
arXiv:2203.13818v1
fatcat:omwufbmervgjdmksu5scwld52q