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Journal Articles

CALIBRATION OF CELLULAR AUTOMATION MODEL FOR MICROSTRUCTURE PREDICTION IN ADDITIVE MANUFACTURING USING DISSIMILARITY SCORE

Umar Farooq Ghumman, Lichao Fang, Gregory J Wagner, Wei Chen

J. Manuf. Sci. Eng.

Paper No: MANU-22-1374

DOI: https://doi.org/10.1115/1.4056690

Published Online: January 17, 2023

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Topics: Additive manufacturing, Calibration, Simulation

Journal Articles

Simulation of Heat and Mass Transfer in Pulverized Coal Boiler Based on Gaseous Combustion Through Phase Separation Technique

Gui-Yang Ma, Guang-Zhong Wan, Yang Li, Hong-Wei Chen, Shan-Shan Zhang

J. Thermal Sci. Eng. Appl. March 2023, 15(3): 031008.

Paper No: TSEA-22-1250

DOI: https://doi.org/10.1115/1.4056383

Published Online: December 13, 2022

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Topics: Boilers, Coal, Combustion, Emissions, Furnaces, Heat, Nitrogen oxides, Phase separation, Temperature, Mass transfer

Proceedings Papers

Descriptor Aided Bayesian Optimization for Mixed Variable Materials Design With High Dimensional Qualitative Variables

Akshay Iyer, Suraj Yerramilli, James M. Rondinelli, Daniel W. Apley, Wei Chen

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A049, August 14–17, 2022

Paper No: DETC2022-90177

DOI: https://doi.org/10.1115/DETC2022-90177

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Topics: Design, Optimization

Proceedings Papers

Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A042, August 14–17, 2022

Paper No: DETC2022-89707

DOI: https://doi.org/10.1115/DETC2022-89707

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Topics: Design, Uncertainty, Manufacturing, Design under uncertainty, Optimization, Engineering design, Modeling, Reliability-based optimization, Shapes, Topology

Proceedings Papers

t-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning

Doksoo Lee, Yu-Chin Chan, Wei (Wayne) Chen, Liwei Wang, Wei Chen

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A011, August 14–17, 2022

Paper No: DETC2022-87653

DOI: https://doi.org/10.1115/DETC2022-87653

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Topics: Metamaterials, Design, Data acquisition, Shapes, Data-driven design, Architecture, Machine learning

Journal Articles

t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Doksoo Lee, Yu-Chin Chan, Wei (Wayne) Chen, Liwei Wang, Anton van Beek, Wei Chen

J. Mech. Des. March 2023, 145(3): 031704.

Paper No: MD-22-1359

DOI: https://doi.org/10.1115/1.4055925

Published Online: November 3, 2022

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Topics: Design, Metamaterials, Shapes, Data acquisition, Surface roughness

Journal Articles

Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications

Akshay Iyer, Suraj Yerramilli, James M. Rondinelli, Daniel W. Apley, Wei Chen

J. Mech. Des. March 2023, 145(3): 031701.

Paper No: MD-22-1317

DOI: https://doi.org/10.1115/1.4055848

Published Online: October 31, 2022

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Topics: Design, Modeling, Optimization

Journal Articles

GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen

J. Mech. Des. January 2023, 145(1): 011703.

Paper No: MD-22-1256

DOI: https://doi.org/10.1115/1.4055898

Published Online: October 31, 2022

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Topics: Design, Optimization, Uncertainty, Manufacturing

Proceedings Papers

Influence of Pigging Velocity on the Wax Removal Process in Subsea Pipelines

Xun Zhang, Qiyu Huang, Wei Chen

Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A036, June 5–10, 2022

Paper No: OMAE2022-79456

DOI: https://doi.org/10.1115/OMAE2022-79456

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Topics: Pipes, Underwater pipelines, Yield stress, Disks, Accidents, Flow (Dynamics), Rheology, Shear rate, Viscoplasticity

Journal Articles

Announcing the Journal of Mechanical Design 2021 Editors’ Choice Paper Awards and Honorable Mention

Dr. Wei Chen, Dr. Qiaode Jeffrey Ge

J. Mech. Des. October 2022, 144(10): 100201.

Paper No: MD-22-1390

DOI: https://doi.org/10.1115/1.4054940

Published Online: August 9, 2022

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Topics: Design engineering

Journal Articles

Automatic Design of Dielectric Elastomer-Based Crawling Robots Using Shape and Topology Optimization

Bicheng Chen, Nianfeng Wang, Rixin Wang, Benliang Zhu, Xianmin Zhang, Wenjie Sun, Wei Chen

J. Mechanisms Robotics. April 2023, 15(2): 021006.

Paper No: JMR-22-1026

DOI: https://doi.org/10.1115/1.4054642

Published Online: June 21, 2022

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Topics: Deformation, Design, Elastomers, Optimization, Robots, Shapes, Topology, Actuators, Finite element analysis, B-splines

Journal Articles

Product Competition Prediction in Engineering Design Using Graph Neural Networks

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen

ASME Open J. Engineering. January 2022, 1: 011020.

Paper No: AOJE-21-1034

DOI: https://doi.org/10.1115/1.4054299

Published Online: May 9, 2022

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Topics: Artificial neural networks, Automobiles, Design, Engineering design, Modeling, Machine learning, Trains, Construction

Journal Articles

Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management

Tingting Wei, Anton van Beek, Jiarui Hao, Huisheng Zhang, Wei Chen

J. Eng. Gas Turbines Power. May 2022, 144(5): 051014.

Paper No: GTP-21-1583

DOI: https://doi.org/10.1115/1.4053564

Published Online: February 21, 2022

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Topics: Calibration, Compressors

Journal Articles

2021 Reviewers With Distinction Award

Wei Chen, Qiaode Jeffrey Ge

J. Mech. Des. April 2022, 144(4): 040202.

Paper No: MD-22-1008

DOI: https://doi.org/10.1115/1.4053527

Published Online: February 21, 2022

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Topics: Design engineering

Journal Articles

Configuration Design and Screening of Multi-Mode Double-Planetary-Gears Hybrid Powertrains

Tao Deng, Zhihan Gan, Hui Xu, Changjun Wu, Yuxiao Zhang, Fan Liu, Zhentao Ding, Wei Chen

J. Mech. Des. July 2022, 144(7): 073301.

Paper No: MD-21-1472

DOI: https://doi.org/10.1115/1.4053525

Published Online: February 15, 2022

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Topics: Chemistry, Corporate average fuel economy, Design, Design methodology, Economics , Engines, Equations of motion, Fuel efficiency, Gears, Optimization

Proceedings Papers

A Method for Measuring Short Crack R-Curve Behavior of Ferroelectric Ceramic

Wei Chen, Christopher S. Lynch, Doru Lupascu

Proc. ASME. IMECE99, Adaptive Structures and Material Systems, 119-124, November 14–19, 1999

Paper No: IMECE1999-0535

DOI: https://doi.org/10.1115/IMECE1999-0535

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Topics: Ferroelectric ceramics, Fracture (Materials), Fracture toughness, Surface cracks, Damage, Lanthanum, Polishing

Proceedings Papers

SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations

Umar Farooq Ghumman, Anton van Beek, Joydeep Munshi, TeYu Chien, Ganesh Balasubramanian, Wei Chen

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A005, August 17–19, 2021

Paper No: DETC2021-71595

DOI: https://doi.org/10.1115/DETC2021-71595

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Topics: Design, Molecular dynamics simulation, Optimization, Process design, Solar cells, Spectral energy distribution, Annealing, Energy conversion, Metals, Photovoltaic cells

Proceedings Papers

Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis

Amin Heyrani Nobari, Wei Chen, Faez Ahmed

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A039, August 17–19, 2021

Paper No: DETC2021-69963

DOI: https://doi.org/10.1115/DETC2021-69963

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Topics: Design, Shapes, Engineering design, Errors

Proceedings Papers

Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative Factors

Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A018, August 17–19, 2021

Paper No: DETC2021-71570

DOI: https://doi.org/10.1115/DETC2021-71570

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Topics: Data-driven design, Design, Metamodeling, Optimization, Topology, Machine learning, Architecture, Blocks (Building materials), Compliant mechanisms, Metamaterials

Proceedings Papers

A Graph Neural Network Approach for Product Relationship Prediction

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A036, August 17–19, 2021

Paper No: DETC2021-69462

DOI: https://doi.org/10.1115/DETC2021-69462

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Topics: Artificial neural networks, Artificial intelligence, Automobiles, Design, Drugs, Engineering systems and industry applications, Machine learning, Modeling, Network analysis, Optimization

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Supplemental Material

Manuscript

CALIBRATION OF CELLULAR AUTOMATION MODEL FOR MICROSTRUCTURE PREDICTION IN ADDITIVE MANUFACTURING USING DISSIMILARITY SCORE

Simulation of Heat and Mass Transfer in Pulverized Coal Boiler Based on Gaseous Combustion Through Phase Separation Technique

Descriptor Aided Bayesian Optimization for Mixed Variable Materials Design With High Dimensional Qualitative Variables

Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

t-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning

t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications

GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Influence of Pigging Velocity on the Wax Removal Process in Subsea Pipelines

Announcing the Journal of Mechanical Design 2021 Editors’ Choice Paper Awards and Honorable Mention

Automatic Design of Dielectric Elastomer-Based Crawling Robots Using Shape and Topology Optimization

Product Competition Prediction in Engineering Design Using Graph Neural Networks

Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management

2021 Reviewers With Distinction Award

Configuration Design and Screening of Multi-Mode Double-Planetary-Gears Hybrid Powertrains

A Method for Measuring Short Crack R-Curve Behavior of Ferroelectric Ceramic

SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations

Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis

Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative Factors

A Graph Neural Network Approach for Product Relationship Prediction

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