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Jida Huang
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Journal Articles

A Dataset Generation Framework for Symmetry-Induced Mechanical Metamaterials

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Mohammad Abu-Mualla, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041705.
Paper No: MD-24-1128
https://doi.org/10.1115/1.4066169
Published Online: December 9, 2024
View Articletitled, A Dataset Generation Framework for Symmetry-Induced Mechanical Metamaterials
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Topics: Anisotropy, Design, Mechanical properties, Metamaterials, Topology, Trusses (Building), Elasticity
Includes: Supplementary data
Journal Articles

A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in a Multiscale Structure Design

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Sina Rastegarzadeh, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051705.
Paper No: MD-24-1136
https://doi.org/10.1115/1.4067054
Published Online: November 18, 2024
View Articletitled, A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in a Multiscale Structure Design
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Topics: Design, Optimization
Proceedings Papers

A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in Multiscale Structure Design

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Sina Rastegarzadeh, Jida Huang
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A040, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142038
https://doi.org/10.1115/DETC2024-142038
View Paper titled, A Novel Connectivity Index for Microstructures Imperfection Detection and Rectification in Multiscale Structure Design
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Topics: Design, Engineering systems and industry applications, Metamaterials, Microscale devices, Optimization, Reliability, Topology
Proceedings Papers

Symmetry-Induced Mechanical Metamaterials Design Framework and Dataset Generation

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Mohammad Abu-Mualla, Jida Huang
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A001, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141866
https://doi.org/10.1115/DETC2024-141866
View Paper titled, Symmetry-Induced Mechanical Metamaterials Design Framework and Dataset Generation
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Topics: Design, Metamaterials, Trusses (Building), Machine learning, Additive manufacturing, Anisotropy, Design methodology, Materials science, Mechanical properties, Surges
Journal Articles

Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials

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Sina Rastegarzadeh, Jida Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060902.
Paper No: JCISE-23-1214
https://doi.org/10.1115/1.4063227
Published Online: March 5, 2024
View Articletitled, Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials
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Topics: Additive manufacturing, Algorithms, Computer-aided design, Design, Errors, Manufacturing, Modeling, Resolution (Optics), Pipelines, Topology
Proceedings Papers

Inverse Design of 2D Shape-Morphing Structures

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Mohammad Abu-Mualla, Victor Jirón, Jida Huang
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A040, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-111426
https://doi.org/10.1115/DETC2023-111426
View Paper titled, Inverse Design of 2D Shape-Morphing Structures
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Topics: Design, Shapes, Poisson ratio, Tensile testing, Algorithms, Artificial neural networks, Computer simulation, Design automation, Finite element analysis, Physics
Proceedings Papers

Study the Impact of Cross-Sections on the Energy Absorption of Architected Materials

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Xinnian Wang, Sina Rastegarzadeh, Yayue Pan, Jida Huang
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A023, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116583
https://doi.org/10.1115/DETC2023-116583
View Paper titled, Study the Impact of Cross-Sections on the Energy Absorption of Architected Materials
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Topics: Absorption, Cross section (Physics), Struts (Engineering), Design, Additive manufacturing, Compression, Manufacturing, Mechanical properties, Metamaterials, Stereolithography
Proceedings Papers

Architected Cellular Materials for Aerospace Components Design and Manufacturing

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Sina Rastegarzadeh, Jida Huang, Jun Wang
Proc. ASME. SSDM2023, ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, V001T01A007, June 19–21, 2023
Publisher: American Society of Mechanical Engineers
Paper No: SSDM2023-107329
https://doi.org/10.1115/SSDM2023-107329
View Paper titled, Architected Cellular Materials for Aerospace Components Design and Manufacturing
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Topics: Additive manufacturing, Aerospace industry, Design, Manufacturing, Optimization, Sandwich structures
Journal Articles

Inverse Design of Two-Dimensional Shape-Morphing Structures

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Mohammad Abu-Mualla, Victor Jiron, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121703.
Paper No: MD-23-1086
https://doi.org/10.1115/1.4063191
Published Online: October 6, 2023
View Articletitled, Inverse Design of Two-Dimensional Shape-Morphing Structures
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Topics: Design, Shapes, Poisson ratio
Proceedings Papers

Novel STL-Free Design Paradigm for High-Resolution Multi-Scale Architected Cellular Materials in Additive Manufacturing

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Sina Rastegarzadeh, Jida Huang
Proc. ASME. MSEC2023, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A021, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104984
https://doi.org/10.1115/MSEC2023-104984
View Paper titled, Novel STL-Free Design Paradigm for High-Resolution Multi-Scale Architected Cellular Materials in Additive Manufacturing
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Topics: Additive manufacturing, Design, Resolution (Optics), Computer-aided design, Manufacturing, Algorithms, Architecture, Composite materials, Geometry, Microscale devices
Proceedings Papers

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

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Sina Rastegarzadeh, Jun Wang, Jida Huang
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A041, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89538
https://doi.org/10.1115/DETC2022-89538
View Paper titled, Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer
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Topics: Optimization, Topology, Design, Machine learning, Resolution (Optics), Structural design, Artificial neural networks, Density, Filters, Interpolation
Proceedings Papers

Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing

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Jida Huang, Tsz-Ho Kwok
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A042, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89921
https://doi.org/10.1115/DETC2022-89921
View Paper titled, Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing
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Topics: Dimensions, Machine learning, Manufacturing, Additive manufacturing, Casting, Data collection, Milling, Principal component analysis
Journal Articles

Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures

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Sina Rastegarzadeh, Jun Wang, Jida Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011701.
Paper No: MD-22-1154
https://doi.org/10.1115/1.4055505
Published Online: October 7, 2022
View Articletitled, Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures
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Topics: Design, Optimization, Topology, Finite element analysis, Density, Artificial neural networks, Resolution (Optics)
Proceedings Papers

Mechanical Profile and 3D Printability of Cellular Structures

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Sina Rastegarzadeh, Samuel Muthusamy, Jida Huang
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T01A024, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85541
https://doi.org/10.1115/MSEC2022-85541
View Paper titled, Mechanical Profile and 3D Printability of Cellular Structures
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Topics: Anisotropy, Bulk modulus, Databases, Design, Manufacturing, Mechanical properties, Metamaterials, Microscale devices, Shear modulus, Structural design
Journal Articles

Mechanical Profile of Smooth Cellular Materials

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Sina Rastegarzadeh, Samuel Muthusamy, Jida Huang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2023, 145(2): 021005.
Paper No: MANU-22-1244
https://doi.org/10.1115/1.4055520
Published Online: September 27, 2022
View Articletitled, Mechanical Profile of Smooth Cellular Materials
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Topics: Compression, Design, Manufacturing, Mechanical properties, Modeling, Simulation, Young's modulus, Metamaterials, Printing
Journal Articles

Functionally Graded Non-Periodic Cellular Structure Design and Optimization

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Jun Wang, Jida Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031006.
Paper No: JCISE-21-1273
https://doi.org/10.1115/1.4053039
Published Online: December 10, 2021
View Articletitled, Functionally Graded Non-Periodic Cellular Structure Design and Optimization
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Topics: Design, Optimization
Proceedings Papers

Two-Scale Topology Optimization With Parameterized Cellular Structures

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Sina Rastegarzadeh, Jun Wang, Jida Huang
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A046, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71980
https://doi.org/10.1115/DETC2021-71980
View Paper titled, Two-Scale Topology Optimization With Parameterized Cellular Structures
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Topics: Optimization, Topology, Design, Resolution (Optics), Stiffness, Structural optimization, Additive manufacturing, Elasticity, Engineering design, Manufacturing
Proceedings Papers

Functionally Graded Non-Periodic Cellular Structure Design Using a Surrogate Model-Based Optimization Scheme

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Jun Wang, Jida Huang
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A012, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71678
https://doi.org/10.1115/DETC2021-71678
View Paper titled, Functionally Graded Non-Periodic Cellular Structure Design Using a Surrogate Model-Based Optimization Scheme
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Topics: Design, Optimization, Simulation, Finite element analysis, Materials properties, Mechanical properties, Microscale devices, Product design, Topology, Weight (Mass)
Journal Articles

Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes

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Jida Huang, Tsz-Ho Kwok
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061007.
Paper No: JCISE-20-1327
https://doi.org/10.1115/1.4050758
Published Online: May 14, 2021
View Articletitled, Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes
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Topics: Image segmentation, Shapes
Proceedings Papers

Spatiotemporal Fusion Network for the Droplet Behavior Recognition in Inkjet Printing

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Jida Huang, Tianjiao Wang, Luis Javier Segura, Gayatri Shirish Joshi, Hongyue Sun, Chi Zhou
Proc. ASME. MSEC2020, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation, V001T01A038, September 3, 2020
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2020-8514
https://doi.org/10.1115/MSEC2020-8514
View Paper titled, Spatiotemporal Fusion Network for the Droplet Behavior Recognition in Inkjet Printing
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Topics: Drops, Printing, Spatiotemporal phenomena