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Anton van Beek
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Journal Articles

Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support

Anton van Beek, Andrea Giuntoli, Nitin K. Hansoge, Sinan Keten, Wei Chen
Journal: Journal of Verification, Validation and Uncertainty Quantification
Publisher: ASME
Article Type: Research-Article
J. Verif. Valid. Uncert. June 2023, 8(2): 021004.
Paper No: VVUQ-22-1032
https://doi.org/10.1115/1.4062694
Published Online: June 16, 2023
View Article titled, Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support
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Topics: Calibration
Proceedings Papers

A Decision-Centric Perspective on Evolving Cyber-Physical-Social Systems: Effectiveness, Group Value, and Opportunities

Anton van Beek
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A010, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90161
https://doi.org/10.1115/DETC2022-90161
View Paper titled, A Decision-Centric Perspective on Evolving Cyber-Physical-Social Systems: Effectiveness, Group Value, and Opportunities
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Topics: Decision making, Modeling, Space, Transparency
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
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031704.
Paper No: MD-22-1359
https://doi.org/10.1115/1.4055925
Published Online: November 3, 2022
View Article titled, t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning
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Topics: Design, Metamaterials, Shapes, Data acquisition, Surface roughness
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
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. May 2022, 144(5): 051014.
Paper No: GTP-21-1583
https://doi.org/10.1115/1.4053564
Published Online: February 21, 2022
View Article titled, Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management
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Topics: Calibration, Compressors
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71595
https://doi.org/10.1115/DETC2021-71595
View Paper titled, SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations
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Topics: Design, Molecular dynamics simulation, Optimization, Process design, Solar cells, Spectral energy distribution, Annealing, Energy conversion, Metals, Photovoltaic cells
Journal Articles

Multi-Model Bayesian Optimization for Simulation-Based Design

Siyu Tao, Anton van Beek, Daniel W. Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111701.
Paper No: MD-20-1500
https://doi.org/10.1115/1.4050738
Published Online: May 4, 2021
View Article titled, Multi-Model Bayesian Optimization for Simulation-Based Design
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Topics: Design, Feedback, Optimization, Couplings, Simulation
Journal Articles

Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise

Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031709.
Paper No: MD-20-1421
https://doi.org/10.1115/1.4049134
Published Online: December 15, 2020
View Article titled, Scalable Adaptive Batch Sampling in Simulation-Based Design With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Optimization, Simulation, Interpolation, Uncertainty, Simulation models, Modeling
Proceedings Papers

Bayesian Optimization for Simulation-Based Design of Multi-Model Systems

Siyu Tao, Anton van Beek, Daniel W. Apley, Wei Chen
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A022, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22651
https://doi.org/10.1115/DETC2020-22651
View Paper titled, Bayesian Optimization for Simulation-Based Design of Multi-Model Systems
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Topics: Design, Optimization, Simulation, Algorithms, Couplings, Electronic packaging, Engineering design, Feedback, Modeling, Simulation models
Proceedings Papers

Scalable Objective-Driven Batch Sampling in Simulation-Based Design for Models With Heteroscedastic Noise

Anton van Beek, Umar Farooq Ghumman, Joydeep Munshi, Siyu Tao, TeYu Chien, Ganesh Balasubramanian, Matthew Plumlee, Daniel Apley, Wei Chen
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A049, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22629
https://doi.org/10.1115/DETC2020-22629
View Paper titled, Scalable Objective-Driven Batch Sampling in Simulation-Based Design for Models With Heteroscedastic Noise
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Topics: Design, Noise (Sound), Simulation, Optimization, Simulation models, Algorithms, Interpolation, Uncertainty
Journal Articles

Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling

Anton van Beek, Siyu Tao, Matthew Plumlee, Daniel W. Apley, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031114.
Paper No: MD-19-1444
https://doi.org/10.1115/1.4045601
Published Online: January 25, 2020
View Article titled, Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling
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Topics: Approximation, Decision making, Design, Dynamic programming, Probability, Risk, Simulation, Uncertainty, Optimization, Preferences
Proceedings Papers

Global Emulation Through Normative Decision Making and Thrifty Adaptive Batch Sampling

Anton van Beek, Siyu Tao, Wei Chen
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A023, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98223
https://doi.org/10.1115/DETC2019-98223
View Paper titled, Global Emulation Through Normative Decision Making and Thrifty Adaptive Batch Sampling
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Topics: Decision making
Proceedings Papers

Optimization for Large or Linear Tunable Stiffness Control With a Concentric Circular Tapered Beam Design

Shane Johnson, Anton Van Beek, Zeeshan Qaiser, Liping Kang
Proc. ASME. IDETC-CIE2017, Volume 5A: 41st Mechanisms and Robotics Conference, V05AT08A004, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67346
https://doi.org/10.1115/DETC2017-67346
View Paper titled, Optimization for Large or Linear Tunable Stiffness Control With a Concentric Circular Tapered Beam Design
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Topics: Design, Optimization, Stiffness, Additive manufacturing, Deformation, Shapes, Shear (Mechanics), Springs, Stress
Proceedings Papers

Optimization of Hydrodynamic Sliders for Multiple Operating Conditions

Ron A. J. van Ostayen, Anton van Beek, Robert H. Munnig Schmidt
Proc. ASME. IJTC2008, STLE/ASME 2008 International Joint Tribology Conference, 375-377, October 20–22, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2008-71187
https://doi.org/10.1115/IJTC2008-71187
View Paper titled, Optimization of Hydrodynamic Sliders for Multiple Operating Conditions
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Topics: Optimization, Stress, Cycles, Design, Wear
Proceedings Papers

An Investigation to the Effect of Elastic Deformations of the Bearing Surface of EP Air Bearings

Anton van Beek, Ron van Ostayen, Rob Munnig Schmidt
Proc. ASME. IJTC2008, STLE/ASME 2008 International Joint Tribology Conference, 319-321, October 20–22, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2008-71075
https://doi.org/10.1115/IJTC2008-71075
View Paper titled, An Investigation to the Effect of Elastic Deformations of the Bearing Surface of EP Air Bearings
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Topics: Air bearings, Bearings, Deformation, Film thickness, Dimensions, Elasticity, Flow (Dynamics), Fluids, Stress
Proceedings Papers

Prototype Design of a High-Speed Viscous Air Spindle

Guido M. J. Delhaes, Anton van Beek, Ron A. J. van Ostayen, Robert H. Munnig Schmidt
Proc. ASME. IJTC2008, STLE/ASME 2008 International Joint Tribology Conference, 499-501, October 20–22, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2008-71163
https://doi.org/10.1115/IJTC2008-71163
View Paper titled, Prototype Design of a High-Speed Viscous Air Spindle
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Topics: Design, Engineering prototypes, Traction, Cutting, Stress, Turbines
Proceedings Papers

An Investigation to the Design of Vacuum Preloaded Air Bearings With Respect to Reproducibility

Anton van Beek, Ron van Ostayen, Rob Munnig-Schmidt
Proc. ASME. IJTC2007, ASME/STLE 2007 International Joint Tribology Conference, Parts A and B, 277-279, October 22–24, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2007-44275
https://doi.org/10.1115/IJTC2007-44275
View Paper titled, An Investigation to the Design of Vacuum Preloaded Air Bearings With Respect to Reproducibility
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Topics: Air bearings, Design, Vacuum, Bearings, Flow (Dynamics), Pressure, Stiffness
Proceedings Papers

Comparison Between Plain and Herringbone-Grooved Aerodynamic Journal Bearings

Guido M. J. Delhaes, Anton van Beek, Ron A. J. van Ostayen, Rob H. Munnig-Schmidt
Proc. ASME. IJTC2007, ASME/STLE 2007 International Joint Tribology Conference, Parts A and B, 301-303, October 22–24, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2007-44297
https://doi.org/10.1115/IJTC2007-44297
View Paper titled, Comparison Between Plain and Herringbone-Grooved Aerodynamic Journal Bearings
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Topics: Journal bearings, Plain bearings, Bearings, Stress, Rotors, Turbines
Proceedings Papers

Film Height Optimization of Hydrodynamic Slider Bearings

Ron A. J. van Ostayen, Anton van Beek, Rob H. Munnig-Schmidt
Proc. ASME. IJTC2007, ASME/STLE 2007 International Joint Tribology Conference, Parts A and B, 237-239, October 22–24, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2007-44191
https://doi.org/10.1115/IJTC2007-44191
View Paper titled, Film Height Optimization of Hydrodynamic Slider Bearings
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Topics: Optimization, Slider bearings, Load bearing capacity, Design, Stress
Proceedings Papers

A Multiscale Method Modeling Surface Texture Effects

Alex de Kraker, Ron A. J. van Ostayen, Daniel J. Rixen, Anton van Beek
Proc. ASME. IJTC2006, Part A: Tribomaterials; Lubricants and Additives; Elastohydrodynamic Lubrication; Hydrodynamic Lubrication and Fluid Film Bearings; Rolling Element Bearings; Engine Tribology; Machine Components Tribology; Contact Mechanics, 485-497, October 23–25, 2006
Publisher: American Society of Mechanical Engineers
Paper No: IJTC2006-12256
https://doi.org/10.1115/IJTC2006-12256
View Paper titled, A Multiscale Method Modeling Surface Texture Effects
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Topics: Modeling, Surface texture, Pressure, Flow (Dynamics), Navier-Stokes equations, Texture (Materials), Bearings, Cavitation, Inertia (Mechanics), Deformation