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Updated: Jun 4, 2026

Dosimetry for Cell Irradiation using Orthovoltage 40-300 kV X-Ray Facilities
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RadField3D:用于医学应用的辐射保护剂量计深度学习的数据生成器和数据格式

Felix Lehner1,2, Pasquale Lombardo3, Susana Castillo2,4

  • 1Physikalisch-Technische Bundesanstalt (PTB), Braunschweig, Germany.

Journal of radiological protection : official journal of the Society for Radiological Protection
|May 7, 2025
PubMed
概括

本研究介绍了RadField3D,这是一个开源Geant4蒙特卡罗模拟工具,用于剂量测量的3D辐射场. 它还介绍了一个快速的数据格式和Python API,用于辐射模拟中的深度学习研究.

关键词:
蒙特卡洛模拟的蒙特卡洛模拟计算剂量计计算剂量计.数据格式数据格式数据生成器数据生成器深度学习是一种深度学习.辐射辐射辐射辐射的辐射

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Radiation: Applications01:17

Radiation: Applications

The average temperature of Earth is the subject of much current discussion. Earth is in radiative contact with both the Sun and dark space; it receives almost all its energy from the radiation of the Sun and reflects some of it into outer space. Dark space is very cold, about 3 K, so Earth radiates energy into it. For instance, heat transfer occurs from soil and grasses, the rate of which can be so rapid that frost can occur on clear summer evenings, even in warm latitudes.
The average...