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University of Illinois at Urbana-Champaign
Neural Network-Based Constitutive Modeling of Granular Material
Abstract
dc:descriptionAn autoprogressive training simulator is developed, and non-linear finite element analysis is implemented to handle geometrically non-linear problems. This simulator is then used for the autoprogressive training of the NN material models using the results of drained triaxial compression tests with end friction.
Degree
thesis:*- Name thesis:degree_name
- Ph.D.
- Level thesis:degree_level
- Dissertation
- Discipline thesis:degree_discipline
- Civil Engineering
- Grantor
- University of Illinois at Urbana-Champaign
- Year dc:date
- 2015
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Sidarta, Djoni Eka
- Contributors dc:contributor
-
- Ghaboussi, Jamshid
Subjects
dc:subject × 1Rights
- Language dc:language
- eng
Identifiers
dc:identifier.*- Identifier
- (MiAaPQ)AAI9971194
- OAI identifier oai:identifier
- oai:www.ideals.illinois.edu:2142/83509