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Journal Articles

Analysis of Carbon Dioxide Injectivity and Dynamic Storage Capacity in Shale Reservoirs

Accepted Manuscript
Yiming Zhang, John Wang
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol.
Paper No: JERT-24-1143
https://doi.org/10.1115/1.4066654
Published Online: September 24, 2024
View Article titled, Analysis of Carbon Dioxide Injectivity and Dynamic Storage Capacity in Shale Reservoirs
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Topics: Carbon dioxide, Reservoirs, Shales, Storage
Journal Articles

Analysis of Ultimate Gas Recovery in Shale Reservoirs

Yiming Zhang, Andrew Kleit, Eugene Morgan, John Wang
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. August 2024, 146(8): 083001.
Paper No: JERT-24-1141
https://doi.org/10.1115/1.4065382
Published Online: May 17, 2024
View Article titled, Analysis of Ultimate Gas Recovery in Shale Reservoirs
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Topics: Electrical conductivity, Fracture (Materials), Fracture (Process), Permeability, Reservoirs, Shales, Thermal conductivity, Pressure, Statistical distributions
Proceedings Papers

Multi-Objective Optimal Kinematic Design of Composite Transverse Leaf Spring McPherson Suspension

Junhong Zhang, Feiqi Long, Jiewei Lin, Yiming Zhang
Proc. ASME. IMECE2021, Volume 7B: Dynamics, Vibration, and Control, V07BT07A037, November 1–5, 2021
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2021-72658
https://doi.org/10.1115/IMECE2021-72658
View Paper titled, Multi-Objective Optimal Kinematic Design of Composite Transverse Leaf Spring McPherson Suspension
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Topics: Composite materials, Design, Kinematics, Pareto optimization, Springs
Journal Articles

Accelerating Additive Design With Probabilistic Machine Learning

Yiming Zhang, Sreekar Karnati, Soumya Nag, Neil Johnson, Genghis Khan, Brandon Ribic
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011109.
Paper No: RISK-20-1113
https://doi.org/10.1115/1.4051699
Published Online: September 20, 2021
View Article titled, Accelerating Additive Design With Probabilistic Machine Learning
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Topics: Additive manufacturing, Design, Machine learning, Modeling, Optimization, Sensitivity analysis, Thin wall structures, Uncertainty, Tensile strength
Proceedings Papers

Bayesian Optimization for Multi-Objective High-Dimensional Turbine Aero Design

Yiming Zhang, Sayan Ghosh, Thomas Vandeputte, Liping Wang
Proc. ASME. GT2021, Volume 9B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration, V09BT27A005, June 7–11, 2021
Publisher: American Society of Mechanical Engineers
Paper No: GT2021-59745
https://doi.org/10.1115/GT2021-59745
View Paper titled, Bayesian Optimization for Multi-Objective High-Dimensional Turbine Aero Design
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Topics: Design, Optimization, Turbines
Proceedings Papers

A Study of Control Strategy for Vehicle Semi-Active Suspension System

Yiming Zhang, Ye Lin
Proc. ASME. DETC91, 13th Biennial Conference on Mechanical Vibration and Noise: Rotating Machinery and Vehicle Dynamics, 347-351, September 22–25, 1991
Publisher: American Society of Mechanical Engineers
Paper No: DETC1991-0267
https://doi.org/10.1115/DETC1991-0267
View Paper titled, A Study of Control Strategy for Vehicle Semi-Active Suspension System
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Topics: Suspension systems, Vehicles, Optimal control, Actuators, Control equipment, Dampers, Generators, Nonlinear programming, Reliability, Roads
Journal Articles

Advances in Bayesian Probabilistic Modeling for Industrial Applications

Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai Kumar, Suryarghya Chakrabarti, Liping Wang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 030904.
Paper No: RISK-19-1074
https://doi.org/10.1115/1.4046747
Published Online: May 12, 2020
View Article titled, Advances in Bayesian Probabilistic Modeling for Industrial Applications
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Topics: Design, Modeling, Sensitivity analysis, Transients (Dynamics), Uncertainty, Calibration
Journal Articles

A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification

Tianyuan Liu, Jinsong Bao, Junliang Wang, Yiming Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021005.
Paper No: JCISE-19-1148
https://doi.org/10.1115/1.4045294
Published Online: January 3, 2020
View Article titled, A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification
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Topics: Algorithms, Artificial intelligence, Artificial neural networks, Engineering systems and industry applications, Machine learning, Machinery, Testing, Weight (Mass), Welding
Proceedings Papers

A Strategy for Adaptive Sampling of Multi-Fidelity Gaussian Processes to Reduce Predictive Uncertainty

Sayan Ghosh, Jesper Kristensen, Yiming Zhang, Waad Subber, Liping Wang
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A024, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98418
https://doi.org/10.1115/DETC2019-98418
View Paper titled, A Strategy for Adaptive Sampling of Multi-Fidelity Gaussian Processes to Reduce Predictive Uncertainty
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Topics: Uncertainty, Design, Algorithms, Calibration, Computer software, Experimental design, Fluidized beds, Modeling, Optimization, Steady state
Journal Articles

General-Surrogate Adaptive Sampling Using Interquartile Range for Design Space Exploration

Yiming Zhang, Nam H. Kim, Raphael T. Haftka
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2020, 142(5): 051402.
Paper No: MD-19-1049
https://doi.org/10.1115/1.4044432
Published Online: November 20, 2019
View Article titled, General-Surrogate Adaptive Sampling Using Interquartile Range for Design Space Exploration
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Topics: Uncertainty, Design, Errors
Journal Articles

Function Prediction at One Inaccessible Point Using Converging Lines

Yiming Zhang, Chanyoung Park, Nam H. Kim, Raphael T. Haftka
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. May 2017, 139(5): 051402.
Paper No: MD-16-1568
https://doi.org/10.1115/1.4036130
Published Online: March 21, 2017
View Article titled, Function Prediction at One Inaccessible Point Using Converging Lines
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Topics: Approximation, Drag (Fluid dynamics), Interpolation, Uncertainty, Errors
Proceedings Papers

Function Extrapolation at One Inaccessible Point Using Converging Lines

Yiming Zhang, Nam Ho Kim, Chanyoung Park, Raphael T. Haftka
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A027, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47689
https://doi.org/10.1115/DETC2015-47689
View Paper titled, Function Extrapolation at One Inaccessible Point Using Converging Lines
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Topics: Drag (Fluid dynamics)