Artificial neural networks and their application to assessment of ultimate strength of plates with pitting corrosion

D Ok, Y Pu, A Incecik - Ocean Engineering, 2007 - Elsevier
The potential for the structural capability degrading effects of both corrosion and fatigue
induced cracks are of profound importance and must be both fully understood and reflected …

Learning from small data sets to improve assembly semiconductor manufacturing processes

WJ Lee, SC Ong - 2010 The 2nd International Conference on …, 2010 - ieeexplore.ieee.org
The use of machine learning algorithms such as Gradient Boosting Trees (GBT)[1] and
Random Forest (RF)[2] have enjoyed some successes [3, 4] for Intel class test yield …

Application of artificial neural networks to the evaluation of the ultimate strength of uniaxially compressed welded stiffened aluminium plates

MR Zareei, MR Khedmati… - Proceedings of the …, 2012 - journals.sagepub.com
A series of elastoplastic large-deflection finite element analyses is performed on stiffened
aluminium plates with flat-bar stiffeners under in-plane longitudinal compression loads …

The effects of corrosions and fatigue induced cracks on strength degradation in ageing ships

D Ok - 2006 - theses.ncl.ac.uk
Over the past decades there have been many losses of the merchant vessels due to either
accidents or exposure to large environmentally induced forces. The potential for the …