Showing nucl-thShow all
2 papers · 1 filter
nucl-th2005
One and two proton separation energies from nuclear mass systematics using neural networks
S. Athanassopoulos, E. Mavrommatis, K. A. Gernoth +1
We deal with the systematics of one and two proton separation energies as predicted by our latest global model for the masses of nuclides developed with the use of neural networks.…
nucl-th2005
Modeling Nuclear Properties with Support Vector Machines
Haochen Li, J. W. Clark, E. Mavrommatis +2
We have made initial studies of the potential of support vector machines (SVM) for providing statistical models of nuclear systematics with demonstrable predictive power. Using SVM…