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RAPTOR-AI: An open-source AI powered radiation protection toolkit for radioisotopes
Hiroshi Watabe1, Peter K N Yu2, Dragana Krstic3
1Division of Radiation Protection and Nuclear Safety Research Center for Accelerator and Radioisotope Science, Tohoku University, 6-3 Aoba, Aramaki, Aoba, Sendai, 980-8578 Miyagi, Japan.
None:
Artificial intelligence (AI) has gained significant attention in various scientific fields due to its ability to process large datasets. In nuclear radiation physics, while AI presents exciting opportunities, it cannot replace physics-based models essential for explaining radiation interactions with matter. To combine the strengths of both, we have developed and open-sourced the Radiation Protection Toolkit for Radioisotopes with Artificial Intelligence (RAPTOR-AI). This toolkit integrates AI with the Particle and Heavy Ion Transport code System (PHITS) Monte Carlo package, enabling rapid radiation protection analysis for radioisotopes and structural shielding. RAPTOR-AI is particularly valuable for emergency scenarios, allowing quick dose dispersion assessments when a facility's structural map is available, enhancing safety and response efficiency.
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