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Journal Articles

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alexander Tessier, Adrian Butscher, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021705.
Paper No: MD-24-1048
https://doi.org/10.1115/1.4066425
Published Online: September 26, 2024
View Article titled, Multi-Split Configuration Design for Fluid-Based Thermal Management Systems
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Topics: Architecture, Design, Flow (Dynamics), Fluids, Heat, Junctions, Modeling, Optimization, Stress, Temperature
Journal Articles

Multi-Physics Three-Dimensional Component Placement and Routing Optimization Using Geometric Projection

Waheed B. Bello, Satya R. T. Peddada, Anurag Bhattacharyya, Lawrence E. Zeidner, James T. Allison, Kai A. James
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081702.
Paper No: MD-23-1399
https://doi.org/10.1115/1.4064488
Published Online: February 1, 2024
View Article titled, Multi-Physics Three-Dimensional Component Placement and Routing Optimization Using Geometric Projection
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Topics: Design, Energy dissipation, Heat, Optimization, Physics, Temperature, Pressure, Topology optimization, Finite element analysis, Boundary-value problems
Journal Articles

Toward an Online Monitoring of Structural Performance Based on Physics-Informed Hybrid Modeling Method

Xiwang He, Kunpeng Li, Shuo Wang, Xiaonan Lai, Liangliang Yang, Ziyun Kan, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2024, 146(1): 011702.
Paper No: MD-23-1173
https://doi.org/10.1115/1.4063403
Published Online: October 6, 2023
View Article titled, Toward an Online Monitoring of Structural Performance Based on Physics-Informed Hybrid Modeling Method
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Topics: Displacement, Finite element model, Modeling, Physics, Stress, Structural dynamics, Finite element methods, Simulation, Dynamic response, Errors
Journal Articles

Multidisciplinary Topology Optimization Using Generative Adversarial Networks for Physics-Based Design Enhancement

Corey M. Parrott, Diab W. Abueidda, Kai A. James
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061704.
Paper No: MD-22-1589
https://doi.org/10.1115/1.4056929
Published Online: March 16, 2023
View Article titled, Multidisciplinary Topology Optimization Using Generative Adversarial Networks for Physics-Based Design Enhancement
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Topics: Design, Physics, Topology optimization, Errors, Thermoelasticity
Journal Articles

Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric

M. Rahmani Dehaghani, Yifan Tang, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012001.
Paper No: MD-22-1210
https://doi.org/10.1115/1.4055149
Published Online: October 7, 2022
View Article titled, Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric
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Topics: Additive manufacturing, Calibration, Metals, Modeling, Uncertainty, Finite element analysis, Physics
Journal Articles

Multiphysics Design Optimization via Generative Adversarial Networks

Hesaneh Kazemi, Carolyn C. Seepersad, H. Alicia Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121702.
Paper No: MD-22-1445
https://doi.org/10.1115/1.4055377
Published Online: October 6, 2022
View Article titled, Multiphysics Design Optimization via Generative Adversarial Networks
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Topics: Design, Heat conduction, Optimization, Topology, Physics
Journal Articles

Toward Holistic Design of Spatial Packaging of Interconnected Systems With Physical Interactions (SPI2)

Satya R. T. Peddada, Lawrence E. Zeidner, Horea T. Ilies, Kai A. James, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. December 2022, 144(12): 120801.
Paper No: MD-21-1765
https://doi.org/10.1115/1.4055055
Published Online: August 26, 2022
View Article titled, Toward Holistic Design of Spatial Packaging of Interconnected Systems With Physical Interactions (SPI2)
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Topics: Design, Optimization, Packaging, Topology, Design automation, Physics
Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
https://doi.org/10.1115/1.4054521
Published Online: June 13, 2022
View Article titled, Probabilistic Digital Twin for Additive Manufacturing Process Design and Control
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Topics: Digital twin, Manufacturing, Optimization, Physics, Process control, Process design, Uncertainty, Additive manufacturing, Lasers, Porosity
Journal Articles

ActivationNet : Representation Learning to Predict Contact Quality of Interacting 3D Surfaces in Engineering Designs

Rishikesh Ranade, Jay Pathak
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071705.
Paper No: MD-21-1136
https://doi.org/10.1115/1.4053811
Published Online: March 18, 2022
View Article titled, ActivationNet : Representation Learning to Predict Contact Quality of Interacting 3D Surfaces in Engineering Designs
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Topics: Algorithms, Artificial neural networks, Design, Engineering simulation, Geometry, Machine learning, Testing, Physics, Computer-aided design, Rotation
Journal Articles

So You Think Your System Is Complex?: Why and How Existing Complexity Measures Rarely Agree

Anthony Hennig, Taylan G. Topcu, Zoe Szajnfarber
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041401.
Paper No: MD-21-1320
https://doi.org/10.1115/1.4052701
Published Online: November 11, 2021
View Article titled, So You Think Your System Is Complex?: Why and How Existing Complexity Measures Rarely Agree
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Topics: Architecture, Design, Modular construction, Physics, Sensitivity analysis, System architecture, Flow (Dynamics), Dimensions, Performance
Journal Articles

Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data

Huiru Li, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041701.
Paper No: MD-21-1346
https://doi.org/10.1115/1.4052624
Published Online: November 9, 2021
View Article titled, Recovering Missing Component Dependence for System Reliability Prediction via Synergy Between Physics and Data
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Topics: Reliability, Stress, Failure, Physics
Journal Articles

Generalizability of Convolutional Encoder–Decoder Networks for Aerodynamic Flow-Field Prediction Across Geometric and Physical-Fluidic Variations

Kaustubh Tangsali, Vinayak R. Krishnamurthy, Zohaib Hasnain
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2021, 143(5): 051704.
Paper No: MD-20-1208
https://doi.org/10.1115/1.4048221
Published Online: November 13, 2020
View Article titled, Generalizability of Convolutional Encoder–Decoder Networks for Aerodynamic Flow-Field Prediction Across Geometric and Physical-Fluidic Variations
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Topics: Airfoils, Flow (Dynamics), Simulation, Computational fluid dynamics, Physics, Reynolds number, Geometry, Design, Mach number
Includes: Supplementary data
Journal Articles

A Novel Two-Stage Design Framework for Two-Dimensional Spatial Packing of Interconnected Components

Satya R. T. Peddada, Kai A. James, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031706.
Paper No: MD-20-1415
https://doi.org/10.1115/1.4048817
Published Online: November 10, 2020
View Article titled, A Novel Two-Stage Design Framework for Two-Dimensional Spatial Packing of Interconnected Components
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Topics: Design, Optimization, Packing (Shipments), Packings (Cushioning), Physics, Topology, Algorithms
Journal Articles

Simultaneous Packing and Routing Optimization Using Geometric Projection

Alex Jessee, Satya R. T. Peddada, Danny J. Lohan, James T. Allison, Kai A. James
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2020, 142(11): 111702.
Paper No: MD-19-1788
https://doi.org/10.1115/1.4046809
Published Online: May 21, 2020
View Article titled, Simultaneous Packing and Routing Optimization Using Geometric Projection
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Topics: Design, Optimization, Physics, Shapes
Journal Articles

3D Design Using Generative Adversarial Networks and Physics-Based Validation

Dule Shu, James Cunningham, Gary Stump, Simon W. Miller, Michael A. Yukish, Timothy W. Simpson, Conrad S. Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2020, 142(7): 071701.
Paper No: MD-19-1242
https://doi.org/10.1115/1.4045419
Published Online: November 28, 2019
View Article titled, 3D Design Using Generative Adversarial Networks and Physics-Based Validation
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Topics: Design, Physics, Aircraft, Simulation
Journal Articles

Multi-Fidelity Physics-Constrained Neural Network and Its Application in Materials Modeling

Dehao Liu, Yan Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121403.
Paper No: MD-19-1177
https://doi.org/10.1115/1.4044400
Published Online: September 27, 2019
View Article titled, Multi-Fidelity Physics-Constrained Neural Network and Its Application in Materials Modeling
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Topics: Artificial neural networks, Modeling, Phase transitions, Physics, Simulation, Heat transfer
Journal Articles

Exploring Biases Between Human and Machine Generated Designs

Christian E. Lopez, Scarlett R. Miller, Conrad S. Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021104.
Paper No: MD-18-1525
https://doi.org/10.1115/1.4041857
Published Online: December 20, 2018
View Article titled, Exploring Biases Between Human and Machine Generated Designs
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Topics: Boats, Computer simulation, Computers, Design, Machinery, Physics
Journal Articles

Integration of Statistics- and Physics-Based Methods—A Feasibility Study on Accurate System Reliability Prediction

Zhengwei Hu, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. July 2018, 140(7): 074501.
Paper No: MD-17-1638
https://doi.org/10.1115/1.4039770
Published Online: May 11, 2018
View Article titled, Integration of Statistics- and Physics-Based Methods—A Feasibility Study on Accurate System Reliability Prediction
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Topics: Physics, Reliability, Statistics, Support vector machines, Failure mechanisms, Probability
Journal Articles

Brass Instruments Design Using Physics-Based Sound Simulation Models and Surrogate-Assisted Derivative-Free Optimization

Robin Tournemenne, Jean-François Petiot, Bastien Talgorn, Michael Kokkolaras, Joël Gilbert
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2017, 139(4): 041401.
Paper No: MD-16-1482
https://doi.org/10.1115/1.4035503
Published Online: January 31, 2017
View Article titled, Brass Instruments Design Using Physics-Based Sound Simulation Models and Surrogate-Assisted Derivative-Free Optimization
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Topics: Brass (Metal), Design, Instrumentation, Optimization, Physics, Simulation, Simulation models, Engineering simulation
Journal Articles

Model Selection Among Physics-Based Models

V. K. Hombal, S. Mahadevan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2013, 135(2): 021003.
Paper No: MD-12-1046
https://doi.org/10.1115/1.4023155
Published Online: January 7, 2013
View Article titled, Model Selection Among Physics-Based Models
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Topics: Errors, Uncertainty, Fracture (Materials), Physics