This being my Doctorate Thesis from 1995 in Imperial College London. Deals with the application of Artificial Neural Network (ANN) methods in pattern identification analysis of data from a High Energy Physics (HEP) experiment. More specifically, the technique developed deals with the identification of quark jets vs gluon jets as observed with the ZEUS detector of the HERA electron - proton collider facility in Hamburg, Germany.
The full text can be found here: PhD thesis
