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Journal Articles

A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

Hongyi Xu, Ruoqian Liu, Alok Choudhary, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2015, 137(5): 051403.
Paper No: MD-14-1507
https://doi.org/10.1115/1.4029768
Published Online: May 1, 2015
View Article titled, A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures
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Topics: Design, Machinery, Fillers (Materials), Polymer nanocomposites
Journal Articles

A Descriptor-Based Design Methodology for Developing Heterogeneous Microstructural Materials System

Hongyi Xu, Yang Li, Catherine Brinson, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2014, 136(5): 051007.
Paper No: MD-13-1306
https://doi.org/10.1115/1.4026649
Published Online: March 21, 2014
View Article titled, A Descriptor-Based Design Methodology for Developing Heterogeneous Microstructural Materials System
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Topics: Design, Optimization, Materials properties, Polymer nanocomposites, Algorithms
Journal Articles

Stochastic Reassembly Strategy for Managing Information Complexity in Heterogeneous Materials Analysis and Design

Hongyi Xu, M. Steven Greene, Hua Deng, Dmitriy Dikin, Catherine Brinson, Wing Kam Liu, Craig Burkhart, George Papakonstantopoulos, Mike Poldneff, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2013, 135(10): 101010.
Paper No: MD-12-1427
https://doi.org/10.1115/1.4025117
Published Online: September 11, 2013
View Article titled, Stochastic Reassembly Strategy for Managing Information Complexity in Heterogeneous Materials Analysis and Design
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Topics: Databases, Design, Materials properties, Modeling, Simulation, Finite element model, Polymer nanocomposites