2 papers
nucl-th2025
Systematic Bayesian Evaluation of Resonance Parameters in 19Ne for the 15O(alpha,gamma)19Ne and 18F(p,alpha)15O Reactions
S. H. Kim, K. Y. Chae, C. H. Kim +2
We present a comprehensive evaluation of the nuclear structure properties of 19Ne using a novel and rigorous Bayesian statistical framework. Precise characterization of 19Ne resona…
nucl-th2025
Robust extrapolation using physics-related activation functions in neural networks for nuclear masses
C. H. Kim, K. Y. Chae, M. S. Smith
Given the importance of nuclear mass predictions, numerous models have been developed to extrapolate the measured data into unknown regions. While neural networks -- the core of mo…