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Journal Articles

Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields

Accepted Manuscript
Anirban Samaddar, Sandipp Krishnan Ravi, Nesar Ramachandra, Lele Luan, Sandeep Madireddy, Anindya Bhaduri, Piyush Pandita, Changjie Sun, Liping Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1156
https://doi.org/10.1115/1.4066224
Published Online: August 16, 2024
View Article titled, Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields
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Topics: Metamodeling, Modeling, Stress, Simulation, Tensors, Artificial intelligence, Artificial neural networks, Compression, Convolutional neural networks, Data-driven design
Journal Articles

Computational Design of 2D Lattice Structures Based on Crystallographic Symmetries

Alfred Leuenberger, Eliott Birner, Thomas S. Lumpe, Tino Stanković
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2024, 146(7): 071703.
Paper No: MD-23-1548
https://doi.org/10.1115/1.4064246
Published Online: January 12, 2024
View Article titled, Computational Design of 2D Lattice Structures Based on Crystallographic Symmetries
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Topics: Design, Optimization, Parametrization, Geometry
Includes: Supplementary data
Journal Articles

BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability

Yu-hsuan Chen, Levent Burak Kara, Jonathan Cagan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051701.
Paper No: MD-23-1349
https://doi.org/10.1115/1.4063760
Published Online: November 21, 2023
View Article titled, BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability
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Topics: Artificial neural networks, Automobiles, Design, Geometry, Lenses (Optics), Modeling, Shapes, Visualization, Trains, Workflow
Journal Articles

Holistic Optimal Design of Face-Milled Hypoid Gearsets

Eugeniu Grabovic, Alessio Artoni, Marco Gabiccini
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Design Innovation Paper
J. Mech. Des. July 2023, 145(7): 075001.
Paper No: MD-22-1766
https://doi.org/10.1115/1.4062236
Published Online: April 19, 2023
View Article titled, Holistic Optimal Design of Face-Milled Hypoid Gearsets
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Topics: Design, Gears, Geometry, Machine tools, Optimization, Blanks, Pareto optimization, Simulation
Journal Articles

Shape Optimization for Temperature Regulation in Extrusion Dies Using Microstructures

Jacques Zwar, Gershon Elber, Stefanie Elgeti
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012004.
Paper No: MD-22-1132
https://doi.org/10.1115/1.4056075
Published Online: November 22, 2022
View Article titled, Shape Optimization for Temperature Regulation in Extrusion Dies Using Microstructures
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Topics: Deformation, Design, Extruding, Flow (Dynamics), Geometry, Optimization, Parametrization, Shape optimization, Splines, Temperature
Journal Articles

Additive Manufacturability Analysis of Multiscale Aperiodic Structures: A Statistical Mechanics Approach

Olivia Trautschold, Andy Dong
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011402.
Paper No: MD-22-1251
https://doi.org/10.1115/1.4055949
Published Online: October 31, 2022
View Article titled, Additive Manufacturability Analysis of Multiscale Aperiodic Structures: A Statistical Mechanics Approach
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Topics: Additive manufacturing, Compacting, Cylinders, Design, Statistical mechanics, Topology, Robustness, Manufacturing, Geometry
Journal Articles

Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction

Yu Ao, Yunbo Li, Jiaye Gong, Shaofan Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091707.
Paper No: MD-21-1483
https://doi.org/10.1115/1.4053816
Published Online: June 16, 2022
View Article titled, Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction
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Topics: Algorithms, Artificial neural networks, Design, Geometry, Hull, Ships, Artificial intelligence
Journal Articles

Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths

Shuguang Huang, Joseph M. Schimmels
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 083301.
Paper No: MD-21-1615
https://doi.org/10.1115/1.4053819
Published Online: March 31, 2022
View Article titled, Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths
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Topics: Construction, Geometry, Screws, Stiffness, Elasticity, Compliant mechanisms, Manipulators
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

Design and Experimental Characterization of Hydraulically Actuated Revolute Joint Based on Multimaterial Additive Manufacturing

A. Pfeil, M. Siegfarth, T. P. Pusch, L. Barbé, F. Geiskopf, P. Renaud
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Design Innovation Paper
J. Mech. Des. May 2022, 144(5): 055001.
Paper No: MD-21-1465
https://doi.org/10.1115/1.4052905
Published Online: December 6, 2021
View Article titled, Design and Experimental Characterization of Hydraulically Actuated Revolute Joint Based on Multimaterial Additive Manufacturing
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Topics: Design, Stiffness, Additive manufacturing, Gears, Geometry, Rotation
Journal Articles

Fluid-Thermal Topology Optimization of Gas Turbine Blade Internal Cooling Ducts

Shinjan Ghosh, Erik Fernandez, Jayanta Kapat
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051703.
Paper No: MD-21-1150
https://doi.org/10.1115/1.4053042
Published Online: December 6, 2021
View Article titled, Fluid-Thermal Topology Optimization of Gas Turbine Blade Internal Cooling Ducts
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Topics: Blades, Cooling, Ducts, Flow (Dynamics), Fluids, Gas turbines, Geometry, Optimization, Pressure drop, Shapes
Journal Articles

Design of an Origami Bendy Straw for Robotic Multistable Structures

Evandro Bernardes, Stéphane Viollet
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 033301.
Paper No: MD-21-1118
https://doi.org/10.1115/1.4052222
Published Online: September 28, 2021
View Article titled, Design of an Origami Bendy Straw for Robotic Multistable Structures
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Topics: Design, Geometry, Robotics
Journal Articles

Toward Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses

Eamon Whalen, Caitlin Mueller
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021704.
Paper No: MD-21-1177
https://doi.org/10.1115/1.4052298
Published Online: September 21, 2021
View Article titled, Toward Reusable Surrogate Models: Graph-Based Transfer Learning on Trusses
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Topics: Design, Geometry, Modeling, Stress, Parametric design, Displacement
Journal Articles

A New Methodology for Multistage Multispeed Planetary Transmission Design Based on Geometry

Hong Chen, Xiaoan Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 113401.
Paper No: MD-20-1933
https://doi.org/10.1115/1.4050745
Published Online: May 24, 2021
View Article titled, A New Methodology for Multistage Multispeed Planetary Transmission Design Based on Geometry
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Topics: Design, Flow (Dynamics), Gears, Planetary gears, Geometry, Trains, Torque
Journal Articles

Lattice Structure Optimization With Orientation-Dependent Material Properties

Conner Sharpe, Carolyn C. Seepersad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2021, 143(9): 091708.
Paper No: MD-20-1473
https://doi.org/10.1115/1.4050299
Published Online: March 24, 2021
View Article titled, Lattice Structure Optimization With Orientation-Dependent Material Properties
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Topics: Design, Optimization, Rotation, Struts (Engineering), Materials properties, Stiffness, Geometry
Journal Articles

Bridging Between Topology Optimization and Additive Manufacturing via Laplacian Smoothing

B. Barroqueiro, A. Andrade-Campos, J. Dias-de-Oliveira, R. A. F. Valente
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2021, 143(9): 091703.
Paper No: MD-19-1606
https://doi.org/10.1115/1.4049864
Published Online: March 19, 2021
View Article titled, Bridging Between Topology Optimization and Additive Manufacturing via Laplacian Smoothing
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Topics: Algorithms, Diffusion (Physics), Optimization, Shrinkage (Materials), Topology, Design, Additive manufacturing, Geometry
Journal Articles

Embedded Actuation for Shape-Adaptive Origami

Steven W. Grey, Fabrizio Scarpa, Mark Schenk
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2021, 143(8): 081703.
Paper No: MD-20-1560
https://doi.org/10.1115/1.4049880
Published Online: February 8, 2021
View Article titled, Embedded Actuation for Shape-Adaptive Origami
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Topics: Actuators, Design, Shapes, Rotation, Geometry, Optimization, Deformation
Journal Articles

Geometry-Based Thick Origami Simulation

Tsz-Ho Kwok
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061701.
Paper No: MD-20-1119
https://doi.org/10.1115/1.4048744
Published Online: November 17, 2020
View Article titled, Geometry-Based Thick Origami Simulation
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Topics: Deformation, Geometry, Hinges, Shapes, Simulation, Design
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
Open the PDF for Generalizability of Convolutional Encoder–Decoder Networks for Aerodynamic Flow-Field Prediction Across Geometric and Physical-Fluidic Variations in another window
Topics: Airfoils, Flow (Dynamics), Simulation, Computational fluid dynamics, Physics, Reynolds number, Geometry, Design, Mach number
Includes: Supplementary data
Journal Articles

Digital Design Automation to Support In Situ Embedding of Functional Objects in Additive Manufacturing

Manoj Malviya, Swapnil Sinha, Catherine Berdanier, Nicholas A. Meisel
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. November 2020, 142(11): 114501.
Paper No: MD-19-1784
https://doi.org/10.1115/1.4046889
Published Online: May 22, 2020
View Article titled, Digital Design Automation to Support In Situ Embedding of Functional Objects in Additive Manufacturing
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Topics: Cavities, Design, Shapes, Shades and shadows, Simulation, Design automation, Geometry