70 citations · 80 across the 4 of their papers we have counts for
4 papers
Statistical Global Model of beta- Half-lives and r-Process Nucleosynthesis
N. J. Costiris, E. Mavrommatis, K. A. Gernoth +1
Purpose: Our objective is to apply an improved statistical global model of beta^- decay half-life systematics [1] generated by machine-learning techniques to the prediction of beta…
Statistical Global Modeling of Beta-Decay Halflives Systematics Using Multilayer Feedforward Neural Networks and Support Vector Machines
N. J. Costiris, E. Mavrommatis, K. A. Gernoth +2
In this work, the beta-decay halflives problem is dealt as a nonlinear optimization problem, which is resolved in the statistical framework of Machine Learning (LM). Continuing pas…
Decoding Beta-Decay Systematics: A Global Statistical Model for Beta^- Halflives
N. J. Costiris, E. Mavrommatis, K. A. Gernoth +1
Statistical modeling of nuclear data provides a novel approach to nuclear systematics complementary to established theoretical and phenomenological approaches based on quantum theo…
A Global Model of -Decay Half-Lives Using Neural Networks
N. Costiris, E. Mavrommatis, K. A. Gernoth +1
Statistical modeling of nuclear data using artificial neural networks (ANNs) and, more recently, support vector machines (SVMs), is providing novel approaches to systematics that a…