康普顿成像中的实时需求与可迁移性：从探测器链到应用
Real-Time Requirements and Transferability in Compton Imaging: From the Detector Chain to the Application
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中文总结 AI 辅助
本综述梳理康普顿成像从探测器链到应用的各阶段，分析实时需求与能力可迁移性，指出现有文献的不足，给出第三方判断方法适配性所需的报告内容。
中文摘要 AI 辅助
康普顿相机被提出用于价值随延迟衰减的任务：辐照期间验证范围、指导干预、表征不可访问的体积、勘测望远镜未覆盖的波段。设备能否服务此类任务取决于其整个链的组成，而现有文献按阶段组织，因此应用层面的主张通常基于组件层面获得的证据。本综述梳理该链，询问每个阶段的第一绑定因素及读者可从已发表文本中确定的内容，随后询问能力在不同群体和应用领域间迁移的决定因素。证据分为两类：83篇全文本针对定义的标记物进行语境评分，以及对5个同样测量的应用领域，接收文献的规模、其所述需求的规模、现有方案的规模及部署承诺的规模。83篇全文本中有65篇报告了某一工作点的性能，无一篇扫描计数率：该领域报告的值需具备梯度才能实现迁移。39项研究使用加速器，31项使用学习模型，28项讨论可分性，9项给出内存占用，无一项给出预计算成本或模型推理时间。跨领域来看，接收文献规模、现有方案规模或所述需求规模均未按部署承诺对领域排序，而现有方案能否服务任务以及输出必须跨越的领域边界数量则始终如此。发表分布与部署承诺分布近乎相反。我们给出第三方判断某方法是否适配其未构建的应用所需的报告应包含的量。
英文摘要
Compton cameras are proposed for tasks whose value decays with delay: verifying a range during irradiation, guiding an intervention, characterising an inaccessible volume, surveying a band no telescope covers. Whether a device can serve such a task is settled by the composition of its whole chain, while the literature that would answer the question is organised by stage -- so claims made at application level routinely rest on evidence obtained at component level. This review walks that chain, asking at each stage what binds first and what a reader can determine from the published text, and then asks what governs whether a capability transfers between groups and between application domains. The evidence is of two kinds: 83 full texts scored in context against defined markers, and, for five application domains measured alike, the size of the receiving literature, of the need it states, of the incumbent and of deployment commitment. Performance is reported at one operating point in 65 of 83 full texts, with count rate swept in none: the field reports values where transfer requires gradients. An accelerator is used in 39 works and a learned model in 31, while separability is discussed in 28, a memory footprint given in 9, and the cost of a precomputation or the inference time of a model in none. Across domains, neither the size of the receiving literature, nor of the incumbent, nor of the stated need orders the domains as deployment commitment does, while whether the incumbent can serve the task at all, and how many domain boundaries the output must cross, do so consistently. The distribution of publication is close to the inverse of the distribution of deployment commitment. We give the quantities a report must contain for a third party to judge whether a method fits an application it was not built for.
发表机构
- Instituto de Física Corpuscular (IFIC), CSIC–Universitat de València（粒子物理混合研究所（IFIC），西班牙国家研究委员会-瓦伦西亚大学）
- Universitat Politècnica de València（瓦伦西亚理工大学）
- ENRESA（恩雷萨）
机构由 AI 辅助整理，请以论文原文为准。
