47Sc production for medical applications: cross-section optimization with genetic algorithms

Scandium-47 is a promising theranostic radionuclide in nuclear medicine, suitable for both diagnostic imaging and targeted radiotherapy. Among its production routes, the 49 Ti(p,x) 47 Sc reaction has only recently been investigated through cross-section measurements. This work models and optimizes 47 Sc production via proton irradiation of enriched 49 Ti using the TALYS nuclear reaction code. A genetic algorithm (GA) is employed to explore a 12-parameter space, refining level-density inputs to improve agreement with newly measured experimental data. Results show that default TALYS predictions overestimate 47 Sc and 48 Sc yields, while GA optimization significantly enhances model accuracy across multiple reaction products and provides reliable simulations for yields and radionuclidic purity of the production route. The improved reliability allows to deem the reaction unsuitable for direct production in clinics due to low radionuclidic purity. Overall, this study demonstrates the effectiveness of GA-driven optimization in nuclear modeling, offering a robust framework to support theoretical developments and guide radionuclide production for medical applications.