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Journal Articles

Reconstruction and Generation of Porous Metamaterial Units via Variational Graph Autoencoder and Large Language Model

Accepted Manuscript
Kiarash Naghavi Khanghah, Zihan Wang, Hongyi Xu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1176
https://doi.org/10.1115/1.4066095
Published Online: July 31, 2024
View Article titled, Reconstruction and Generation of Porous Metamaterial Units via Variational Graph Autoencoder and Large Language Model
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Topics: Large language models, Metamaterials, Design, Artificial intelligence, Computer-aided design, Databases, Engineering systems and industry applications, Machine learning, Shape optimization, Topology
Journal Articles

Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials

Nicoleta A. Apetre, John G. Michopoulos, Steven N. Rodriguez, Athanasios Iliopoulos, John C. Steuben, Benjamin D. Graber, Attilio Arcari
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051011.
Paper No: JCISE-23-1381
https://doi.org/10.1115/1.4065201
Published Online: April 18, 2024
View Article titled, Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials
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Topics: Additive manufacturing, Cycles, Density, Design, Failure, Fatigue, Geometry, Metamaterials, Stress, Struts (Engineering)
Journal Articles

Predicting the Mechanical Behavior of Additively Manufactured Mechanical Metamaterials Using Point Cloud Representation Learning

Zehao Ye, Xin Liu, Bo Peng, Chen Kan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060901.
Paper No: JCISE-23-1224
https://doi.org/10.1115/1.4064147
Published Online: February 5, 2024
View Article titled, Predicting the Mechanical Behavior of Additively Manufactured Mechanical Metamaterials Using Point Cloud Representation Learning
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Topics: Additive manufacturing, Deflection, Heat, Mechanical behavior, Metamaterials, Stress, Quality control, Geometry, Machine learning, Modeling