HPC MSU

Publication Abstract

On Materials Informatics and Pattern Formation in Materials

King, R., AbuOmar, O., Rhee, H., Konstantinidis, A., Pavlidou, N., & Petrou, M. (2011). On Materials Informatics and Pattern Formation in Materials. ENOC 2011. Rome, Italy.

Abstract

Pattern recognition methodologies have a lot to offer to material sciences. The paper presents as an example the application of a neural network for studying the flow stress behaviour of Al-Mg-Si alloys. With the help of the neural network it is shown that the dislocation density has the highest impact to the evolution of the material.