4 papers
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.…
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…
Bose-Einstein Condensation and The Lambda Transition in Liquid Helium
T. Lindenau, M. L. Ristig, J. W. Clark +1
Integrating seminal ideas of London, Feynman, and Feenberg, this paper continues the development of an ab initio theory of the lambda transition in liquid 4He. The theory is based…
Phase Transition Of The Spin-One Square-Lattice Anisotropic Heisenberg Model
D. J. J. Farnell, K. A. Gernoth, R. F. Bishop
The coupled cluster method (CCM) is applied to the spin-one anisotropic Heisenberg antiferromagnet (HAF) on the square lattice at zero temperature using a new high-order CCM ground…