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Proceedings Papers

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

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

Paper No: DETC2022-89538

DOI: https://doi.org/10.1115/DETC2022-89538

View Paper titled, Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

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

Jida Huang, Tsz-Ho Kwok

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A042, August 14–17, 2022

Paper No: DETC2022-89921

DOI: https://doi.org/10.1115/DETC2022-89921

View Paper titled, Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing

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

Sina Rastegarzadeh, Jun Wang, Jida Huang

J. Mech. Des. January 2023, 145(1): 011701.

Paper No: MD-22-1154

DOI: https://doi.org/10.1115/1.4055505

Published Online: October 7, 2022

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

Topics: Design, Optimization, Topology, Finite element analysis, Density, Artificial neural networks, Resolution (Optics)

Proceedings Papers

Mechanical Profile and 3D Printability of Cellular Structures

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

Paper No: MSEC2022-85541

DOI: https://doi.org/10.1115/MSEC2022-85541

View Paper titled, Mechanical Profile and 3D Printability of Cellular Structures

Topics: Anisotropy, Bulk modulus, Databases, Design, Manufacturing, Mechanical properties, Metamaterials, Microscale devices, Shear modulus, Structural design

Journal Articles

Mechanical Profile of Smooth Cellular Materials

Sina Rastegarzadeh, Samuel Muthusamy, Jida Huang

J. Manuf. Sci. Eng. February 2023, 145(2): 021005.

Paper No: MANU-22-1244

DOI: https://doi.org/10.1115/1.4055520

Published Online: September 27, 2022

View Article titled, Mechanical Profile of Smooth Cellular Materials

Topics: Compression, Design, Manufacturing, Mechanical properties, Modeling, Simulation, Young's modulus, Metamaterials, Printing

Journal Articles

Functionally Graded Non-Periodic Cellular Structure Design and Optimization

Jun Wang, Jida Huang

J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031006.

Paper No: JCISE-21-1273

DOI: https://doi.org/10.1115/1.4053039

Published Online: December 10, 2021

View Article titled, Functionally Graded Non-Periodic Cellular Structure Design and Optimization

Topics: Design, Optimization

Proceedings Papers

Two-Scale Topology Optimization With Parameterized Cellular Structures

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

Paper No: DETC2021-71980

DOI: https://doi.org/10.1115/DETC2021-71980

View Paper titled, Two-Scale Topology Optimization With Parameterized Cellular Structures

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

Jun Wang, Jida Huang

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A012, August 17–19, 2021

Paper No: DETC2021-71678

DOI: https://doi.org/10.1115/DETC2021-71678

View Paper titled, Functionally Graded Non-Periodic Cellular Structure Design Using a Surrogate Model-Based Optimization Scheme

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

Jida Huang, Tsz-Ho Kwok

J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061007.

Paper No: JCISE-20-1327

DOI: https://doi.org/10.1115/1.4050758

Published Online: May 14, 2021

View Article titled, Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes

Topics: Image segmentation, Shapes

Proceedings Papers

Spatiotemporal Fusion Network for the Droplet Behavior Recognition in Inkjet Printing

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

Paper No: MSEC2020-8514

DOI: https://doi.org/10.1115/MSEC2020-8514

View Paper titled, Spatiotemporal Fusion Network for the Droplet Behavior Recognition in Inkjet Printing

Topics: Drops, Printing, Spatiotemporal phenomena

Proceedings Papers

Comparing Segmentation Approaches for Learning-Aware Wireframe Generation on Human Model

Jida Huang, Tsz-Ho Kwok

Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A033, August 17–19, 2020

Paper No: DETC2020-22616

DOI: https://doi.org/10.1115/DETC2020-22616

View Paper titled, Comparing Segmentation Approaches for Learning-Aware Wireframe Generation on Human Model

Topics: Image segmentation, Design, Databases

Journal Articles

Geometric Deep Learning for Shape Correspondence in Mass Customization by Three-Dimensional Printing

Jida Huang, Hongyue Sun, Tsz-Ho Kwok, Chi Zhou, Wenyao Xu

J. Manuf. Sci. Eng. June 2020, 142(6): 061003.

Paper No: MANU-19-1425

DOI: https://doi.org/10.1115/1.4046746

Published Online: April 13, 2020

View Article titled, Geometric Deep Learning for Shape Correspondence in Mass Customization by Three-Dimensional Printing

Topics: Shapes

Proceedings Papers

Geometric Deep Learning for Shape Correspondence in Mass Customization

Jida Huang, Hongyue Sun, Tsz-Ho Kwok, Chi Zhou, Wenyao Xu

Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T01A034, June 10–14, 2019

Paper No: MSEC2019-3006

DOI: https://doi.org/10.1115/MSEC2019-3006

View Paper titled, Geometric Deep Learning for Shape Correspondence in Mass Customization

Topics: Shapes, Deformation, Additive manufacturing, Design, Geometry, Manufacturing

Journal Articles

A Sequential Sampling Algorithm for Multistage Static Coverage Problems

Binbin Zhang, Jida Huang, Rahul Rai, Hemanth Manjunatha

J. Comput. Inf. Sci. Eng. June 2018, 18(2): 021016.

Paper No: JCISE-17-1257

DOI: https://doi.org/10.1115/1.4039901

Published Online: April 30, 2018

View Article titled, A Sequential Sampling Algorithm for Multistage Static Coverage Problems

Topics: Algorithms, Optimization

Proceedings Papers

V4PCS: Volumetric 4PCS Algorithm for Global Registration

Jida Huang, Tsz-Ho Kwok, Chi Zhou

Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A044, August 6–9, 2017

Paper No: DETC2017-67452

DOI: https://doi.org/10.1115/DETC2017-67452

View Paper titled, V4PCS: Volumetric 4PCS Algorithm for Global Registration

Topics: Algorithms, Shapes, Additive manufacturing, Design, Hardware, Robustness

Journal Articles

V4PCS: Volumetric 4PCS Algorithm for Global Registration

Jida Huang, Tsz-Ho Kwok, Chi Zhou

J. Mech. Des. November 2017, 139(11): 111403.

Paper No: MD-17-1140

DOI: https://doi.org/10.1115/1.4037477

Published Online: October 2, 2017

View Article titled, V4PCS: Volumetric 4PCS Algorithm for Global Registration

Topics: Algorithms, Robustness, Shapes, Design

Proceedings Papers

A Sequential Sampling Algorithm for Multi-Stage Static Coverage Problems

Hemanth Manjunatha, Jida Huang, Binbin Zhang, Rahul Rai

Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A029, August 21–24, 2016

Paper No: DETC2016-60305

DOI: https://doi.org/10.1115/DETC2016-60305

View Paper titled, A Sequential Sampling Algorithm for Multi-Stage Static Coverage Problems

Topics: Algorithms, Approximation, Design, Optimization, Optimization algorithms, Probability, Resource allocation, Robustness, Surveillance, Systems engineering

Proceedings Papers

Design for Ease-of-Repair: Insights From Consumers’ Repair Experiences

Jida Huang, Behzad Esmaeilian, Sara Behdad

Proc. ASME. IDETC-CIE2016, Volume 4: 21st Design for Manufacturing and the Life Cycle Conference; 10th International Conference on Micro- and Nanosystems, V004T05A017, August 21–24, 2016

Paper No: DETC2016-59685

DOI: https://doi.org/10.1115/DETC2016-59685

View Paper titled, Design for Ease-of-Repair: Insights From Consumers’ Repair Experiences

Topics: Design, Maintenance, Electronics, Product design, Sustainable development

Proceedings Papers

Multi-Purpose Disassembly Sequence Planning

Jida Huang, Behzad Esmaeilian, Sara Behdad

Proc. ASME. IDETC-CIE2015, Volume 4: 20th Design for Manufacturing and the Life Cycle Conference; 9th International Conference on Micro- and Nanosystems, V004T05A006, August 2–5, 2015

Paper No: DETC2015-46906

DOI: https://doi.org/10.1115/DETC2015-46906

View Paper titled, Multi-Purpose Disassembly Sequence Planning

Topics: Cycles, Maintenance, Optimization, Preferences, Probability, Product quality, Uncertainty, Vacuum, Waste reduction

Journal citation

NARROW

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing

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

Mechanical Profile and 3D Printability of Cellular Structures

Mechanical Profile of Smooth Cellular Materials

Functionally Graded Non-Periodic Cellular Structure Design and Optimization

Two-Scale Topology Optimization With Parameterized Cellular Structures

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

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

Spatiotemporal Fusion Network for the Droplet Behavior Recognition in Inkjet Printing

Comparing Segmentation Approaches for Learning-Aware Wireframe Generation on Human Model

Geometric Deep Learning for Shape Correspondence in Mass Customization by Three-Dimensional Printing

Geometric Deep Learning for Shape Correspondence in Mass Customization

A Sequential Sampling Algorithm for Multistage Static Coverage Problems

V4PCS: Volumetric 4PCS Algorithm for Global Registration

V4PCS: Volumetric 4PCS Algorithm for Global Registration

A Sequential Sampling Algorithm for Multi-Stage Static Coverage Problems

Design for Ease-of-Repair: Insights From Consumers’ Repair Experiences

Multi-Purpose Disassembly Sequence Planning

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