Artificial neural network for behavior learning from meso-scale simulations, application to multi-scale multimaterial flows

This thesis attempts to develop a framework to affect such a coupling of scales by "learning" from selected computational experiments at the meso-scale and transmitting the "learned" behavior to the macro-scale. The "learning" is performed by means of an artificial neur...

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Bibliographic Details
Main Author: Lu, Christopher
Other Authors: Udaykumar, H. S.
Format: Others
Language:English
Published: University of Iowa 2010
Subjects:
Online Access:https://ir.uiowa.edu/etd/850
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=2035&context=etd