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Proceedings Papers

Research on Crack Resistance of Nuclear Grade Nickel-Based Alloy Welding Materials

Ying Ao, Changzheng Xu, Guo He, Zhanpeng Lv, Ping Zhu, Maolong Zhang, Jiasheng Zou
Proc. ASME. ICONE29, Volume 10: Advanced Methods of Manufacturing for Nuclear Reactors and Components, V010T10A004, August 8–12, 2022
Paper No: ICONE29-89321
DOI: https://doi.org/10.1115/ICONE29-89321
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Topics: Alloys, Crystals, Ductility, Fracture (Materials), Fracture (Process), Nickel, Stress corrosion cracking, Welding
Proceedings Papers

Global Sensitivity Analysis for Field Response Based on the Manifold of Feature Covariance Matrix

Zhouzhou Song, Zhao Liu, Can Xu, Ping Zhu
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A010, August 17–19, 2021
Paper No: DETC2021-69086
DOI: https://doi.org/10.1115/DETC2021-69086
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Topics: Manifolds, Sensitivity analysis
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
Journal Articles

Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors

Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021703.
Paper No: MD-21-1235
DOI: https://doi.org/10.1115/1.4052221
Published Online: September 15, 2021
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Topics: Data-driven design, Design, Machine learning, Metamaterials, Modeling, Optimization
Journal Articles

Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems

Can Xu, Ping Zhu, Zhao Liu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101701.
Paper No: MD-20-1657
DOI: https://doi.org/10.1115/1.4050654
Published Online: April 9, 2021
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Topics: Design, Metamodeling, Optimization, Uncertainty
Journal Articles

Data-Driven Topology Optimization With Multiclass Microstructures Using Latent Variable Gaussian Process

Liwei Wang, Siyu Tao, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031708.
Paper No: MD-20-1410
DOI: https://doi.org/10.1115/1.4048628
Published Online: November 13, 2020
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Topics: Design, Modeling, Optimization, Topology, Stiffness
Proceedings Papers

Data-Driven Multiscale Topology Optimization Using Multi-Response Latent Variable Gaussian Process

Liwei Wang, Siyu Tao, Ping Zhu, Wei Chen
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A057, August 17–19, 2020
Paper No: DETC2020-22595
DOI: https://doi.org/10.1115/DETC2020-22595
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Topics: Design, Optimization, Topology
Proceedings Papers

Uncertainty-Based Multidisciplinary Design Optimization for Feedback-Coupled Systems Under Both Parametric and Metamodeling Uncertainties

Zhao Liu, Zhouzhou Song, Ping Zhu, Can Xu
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A041, August 17–19, 2020
Paper No: DETC2020-22161
DOI: https://doi.org/10.1115/DETC2020-22161
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Topics: Chaos, Design, Feedback, Optimization, Polynomials, Uncertainty
Journal Articles

Mapping-Based Hierarchical Sensitivity Analysis for Multilevel Systems With Multidimensional Correlations

Can Xu, Ping Zhu, Zhao Liu, Wei Tao
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011707.
Paper No: MD-20-1030
DOI: https://doi.org/10.1115/1.4047689
Published Online: August 13, 2020
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Topics: Chaos, Modeling, Polynomials, Sensitivity analysis, Composite materials, Uncertainty
Proceedings Papers

Gaussian Process Emulation for Big Data in Data-Driven Metamaterials Design

Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping Zhu, Wei Chen
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A006, August 18–21, 2019
Paper No: DETC2019-98027
DOI: https://doi.org/10.1115/DETC2019-98027
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Topics: Design, Metamaterials
Proceedings Papers

A Novel Hierarchical Framework for Uncertainty Analysis of Multiscale Systems Combined Vine Copula With Sparse PCE

Can Xu, Zhao Liu, Wei Tao, Ping Zhu
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A044, August 18–21, 2019
Paper No: DETC2019-97832
DOI: https://doi.org/10.1115/DETC2019-97832
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Topics: Chaos, Polynomials, Uncertainty analysis
Journal Articles

A Vine Copula-Based Hierarchical Framework for Multiscale Uncertainty Analysis

Can Xu, Zhao Liu, Wei Tao, Ping Zhu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031101.
Paper No: MD-19-1392
DOI: https://doi.org/10.1115/1.4045177
Published Online: November 1, 2019
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Topics: Uncertainty, Uncertainty analysis, Polynomials, Modeling, Probability, Fittings
Journal Articles

Globally Approximate Gaussian Processes for Big Data With Application to Data-Driven Metamaterials Design

Ramin Bostanabad, Yu-Chin Chan, Liwei Wang, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111402.
Paper No: MD-19-1164
DOI: https://doi.org/10.1115/1.4044257
Published Online: September 16, 2019
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Topics: Design, Metamaterials, Modeling, Optimization, Dimensions, Databases, Shapes, Noise (Sound)
Proceedings Papers

Lightweight Design of Three-Dimensional Woven Composite Automobile Shock Tower

Wei Tao, Ping Zhu, Zhao Liu, Wei Chen
Proc. ASME. IDETC-CIE2018, Volume 3: 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education, V003T01A021, August 26–29, 2018
Paper No: DETC2018-85519
DOI: https://doi.org/10.1115/DETC2018-85519
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Topics: Automobiles, Design, Shock (Mechanics), Woven composites, Optimization, Algorithms, Composite materials, Elasticity, Mechanical behavior, Modeling
Proceedings Papers

Investigation of Sessile Droplet Wetting, Dynamics and Evaporation on Micro-Structured Substrates

Gui-Ping Zhu, Kian-Soo Ong, Karen Siew-Ling Chong, Hu-Lin Huang, Fei Duan
Proc. ASME. MNHMT2016, Volume 1: Micro/Nanofluidics and Lab-on-a-Chip; Nanofluids; Micro/Nanoscale Interfacial Transport Phenomena; Micro/Nanoscale Boiling and Condensation Heat Transfer; Micro/Nanoscale Thermal Radiation; Micro/Nanoscale Energy Devices and Systems, V001T01A003, January 4–6, 2016
Paper No: MNHMT2016-6446
DOI: https://doi.org/10.1115/MNHMT2016-6446
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Topics: Drops, Dynamics (Mechanics), Evaporation, Wetting, Columns (Structural), Diamonds, Shapes, Water, Ethanol, Nanoparticles
Proceedings Papers

Simulation of an Advanced Twin-Spool Industrial Gas Turbine

Ping Zhu, H. I. H. Saravanamuttoo
Proc. ASME. GT1991, Volume 3: Coal, Biomass and Alternative Fuels; Combustion and Fuels; Oil and Gas Applications; Cycle Innovations, V003T07A001, June 3–6, 1991
Paper No: 91-GT-034
DOI: https://doi.org/10.1115/91-GT-034
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Topics: Industrial gases, Simulation, Turbines, Design, Compressors, Gas turbines, Pipelines, Sales
Journal Articles

An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function

Lei Shi, Ren-Jye Yang, Ping Zhu
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. March 2014, 136(3): 031005.
Paper No: MD-13-1043
DOI: https://doi.org/10.1115/1.4026095
Published Online: January 10, 2014
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Topics: Response surface methodology, Uncertainty, Algorithms
Proceedings Papers

Transport of Magnetic Particles Under a Uniform Magnetic Field in Microchannels

Gui-Ping Zhu, Nam-Trung Nguyen
Proc. ASME. ICNMM2013, ASME 2013 11th International Conference on Nanochannels, Microchannels, and Minichannels, V001T10A002, June 16–19, 2013
Paper No: ICNMM2013-73047
DOI: https://doi.org/10.1115/ICNMM2013-73047
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Topics: Magnetic fields, Magnetic particles, Microchannels, Magnetic induction, Flow (Dynamics), Fluids, Water, Diffusion (Physics), Ferrofluids, Heat
Proceedings Papers

Extended Objective-Oriented Sequential Sampling Method for Robust Design of Complex Systems Against Design Uncertainty

Siliang Zhang, Ping Zhu, Paul D. Arendt, Wei Chen
Proc. ASME. IDETC-CIE2012, Volume 2: 32nd Computers and Information in Engineering Conference, Parts A and B, 1237-1246, August 12–15, 2012
Paper No: DETC2012-70799
DOI: https://doi.org/10.1115/DETC2012-70799
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Topics: Complex systems, Crashworthiness, Design, Design under uncertainty, Sampling methods
Proceedings Papers

On the Efficiency of Oscillating Water Column (OWC) Devices in Converting Ocean Wave Energy to Electricity Under Weakly Nonlinear Waves

Jean-Roch Nader, Song-Ping Zhu, Paul Cooper
Proc. ASME. OMAE2012, Volume 7: Ocean Space Utilization; Ocean Renewable Energy, 659-666, July 1–6, 2012
Paper No: OMAE2012-84271
DOI: https://doi.org/10.1115/OMAE2012-84271
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Topics: Nonlinear waves, Water, Wave energy, Waves