23 citations · 43 across the 2 of their papers we have counts for
2 papers
nucl-th2020★ 20 cited
Extrapolating from neural network models: a cautionary tale
A. Pastore, M. Carnini
We present three different methods to estimate error bars on the predictions made using a neural network. All of them represent lower bounds for the extrapolation errors. For examp…
nucl-th2020★ 23 cited
Trees and Forests in Nuclear Physics
Marco Carnini, Alessandro Pastore
We present a simple introduction to the decision tree algorithm using some examples from nuclear physics. We show how to improve the accuracy of the classical liquid drop nuclear m…