Volumes | International Design Engineering Technical Conferences and Computers and Information in Engineering Conference | American Society of Mechanical Engineers Digital Collection

Topics: Compliant mechanisms , Diffusion (Physics) , Topology , Topology optimization , Design , Modeling , Computation , Finite element analysis , Geometry , Shape optimization

Design Process for Dimensioning Elastomer Bearings for Winch Based Point Absorbers

Kjell Andersson, Rimmie Duraisamy

IDETC-CIE 2023; V002T02A006https://doi.org/10.1115/DETC2023-116790

Abstract

View Articletitled, Design Process for Dimensioning Elastomer Bearings for Winch Based Point Absorbers

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Topics: Bearings , Chain , Design , Dimensions , Elastomers , Wave energy

Physics-Informed Multi-Output Surrogate Modeling of Fusion Simulations

Kathryn A. Maupin, Anh Tran, William E. Lewis, Michael E. Glinsky

IDETC-CIE 2023; V002T02A007https://doi.org/10.1115/DETC2023-116989

Abstract

View Articletitled, Physics-Informed Multi-Output Surrogate Modeling of Fusion Simulations

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Topics: Metamodeling , Physics , Simulation , Uncertainty quantification , Calibration , Fuels , Magnetohydrodynamics , Compression , Computer simulation , Ignition

AMS: Inverse Problems in Science and Engineering

Optimization of Masking Parameters for Volumetric Material Manufacturing Using Inverse Methods

Benjamin D. Graber, Athanasos P. Iliopoulos, John G. Michopoulos, John C. Steuben, Andrew J. Birnbaum, Nicole A. Apetre, Edward P. Gorzkowski, Eric A. Patterson, Andrew B. Geltmacher

IDETC-CIE 2023; V002T02A008https://doi.org/10.1115/DETC2023-117030

Abstract

View Articletitled, Optimization of Masking Parameters for Volumetric Material Manufacturing Using Inverse Methods

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Topics: Manufacturing , Optimization , Shapes , Cavities , Design , Heating , Heat , Additive manufacturing , Density , Electromagnetic force

Inverse Determination of Detailed Internal Flow and Temperature Fields From Wall Measurements

Kapil Aryal, Vivek Nair, Brian H. Dennis

IDETC-CIE 2023; V002T02A009https://doi.org/10.1115/DETC2023-117250

Abstract

View Articletitled, Inverse Determination of Detailed Internal Flow and Temperature Fields From Wall Measurements

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Topics: Internal flow , Temperature , Artificial neural networks , Flow (Dynamics) , Heat , Engineering simulation , Experimental design , Feedforward control , Finite element analysis , Geometry

AMS: Computational Multiphysics Applications

Multi-Input Multi-Output Vibration Model for Motorbike Excited by Ride Test

Massimo Cavacece, Giorgio Figliolini, Chiara Lanni

IDETC-CIE 2023; V002T02A010https://doi.org/10.1115/DETC2023-117114

Abstract

View Articletitled, Multi-Input Multi-Output Vibration Model for Motorbike Excited by Ride Test

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Topics: Motorcycles , Vibration , Noise (Sound) , Principal component analysis , Signals

AMS: Uncertainty Quantification in Simulation and Model Verification & Validation

Scalable Probabilistic Modeling and Machine Learning With Dimensionality Reduction for Expensive High-Dimensional Problems

Lele Luan, Nesar Ramachandra, Sandipp Krishnan Ravi, Anindya Bhaduri, Piyush Pandita, Prasanna Balaprakash, Mihai Anitescu, Changjie Sun, Liping Wang

IDETC-CIE 2023; V002T02A011https://doi.org/10.1115/DETC2023-110704

Abstract

View Articletitled, Scalable Probabilistic Modeling and Machine Learning With Dimensionality Reduction for Expensive High-Dimensional Problems

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Topics: Artificial neural networks , Machine learning , Metamodeling , Modeling

Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems

Anh Tran, Kathryn Maupin, Ankush Kumar Mishra, Zhen Hu, Chao Hu

IDETC-CIE 2023; V002T02A012https://doi.org/10.1115/DETC2023-116555

Abstract

View Articletitled, Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems

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Topics: Approximation , Design , Dimensions , Engineering systems and industry applications , Machine learning , Metamodeling , Optimization , Sensitivity analysis , Uncertainty quantification

AMS: Simulation in Advanced Manufacturing

Analytically Determined Frequency Shifts for a Continuous Model 3D Printed Metal Beam With Square Void Defect

Quin I. Howell, Joshua I. Davis, Trevor Folden, Stewart Lamon, Dennis M. O’Connor

IDETC-CIE 2023; V002T02A013https://doi.org/10.1115/DETC2023-115074

Abstract

View Articletitled, Analytically Determined Frequency Shifts for a Continuous Model 3D Printed Metal Beam With Square Void Defect

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Topics: Additive manufacturing , Metals , Vibration

Digital Twin Based Development of Mobile Robot Assistant in Wind Turbines Manufacturing

Ali Ahmad Malik

IDETC-CIE 2023; V002T02A014https://doi.org/10.1115/DETC2023-115261

Abstract

View Articletitled, Digital Twin Based Development of Mobile Robot Assistant in Wind Turbines Manufacturing

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Topics: Digital twin , Manufacturing , Mobile robots , Robots , Wind turbines

AMS: Material Characterization Methods and Applications

Finite Element Simulation of Gleeble Testing Toward Thermomechanical Analysis of Alloy Materials

Dong Xu, Kevin J. Zhang, Lesley D. Frame, Jeongho Kim, Jiong Tang

IDETC-CIE 2023; V002T02A015https://doi.org/10.1115/DETC2023-115184

Abstract

View Articletitled, Finite Element Simulation of Gleeble Testing Toward Thermomechanical Analysis of Alloy Materials

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Topics: Alloys , Finite element analysis , Simulation , Testing , Thermomechanics

Analysis of Mechanical Chemical and Thermal Properties of PLA Filaments After Mechanical Recycling

Mahsa Shabani, Cameron J. Turner

IDETC-CIE 2023; V002T02A016https://doi.org/10.1115/DETC2023-116824

Abstract

View Articletitled, Analysis of Mechanical Chemical and Thermal Properties of PLA Filaments After Mechanical Recycling

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Topics: Recycling , Thermal properties , Additive manufacturing , Materials preparation , Sanitary landfills , Biodegradation , Biopolymers , Materials properties , Printing , Recycled materials

Towards Fatigue-Tolerant Design of Additively Manufactured Metamaterials

Nicole A. Apetre, Attilio Arcari, John G. Michopoulos, Steven N. Rodriguez, Athanasios P. Iliopoulos, John C. Steuben, Benjamin D. Graber

IDETC-CIE 2023; V002T02A017https://doi.org/10.1115/DETC2023-117512

Abstract

View Articletitled, Towards Fatigue-Tolerant Design of Additively Manufactured Metamaterials

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Topics: Additive manufacturing , Design , Fatigue , Metamaterials

CAPPD: Computer-Aided Product and Process Development (CAPPD General)

Application of Munich Agile Concept for MBSE Based Development of Automated Guided Robot Based on Digital Twin-Data

Vahid Salehi

IDETC-CIE 2023; V002T02A018https://doi.org/10.1115/DETC2023-110983

Abstract

View Articletitled, Application of Munich Agile Concept for MBSE Based Development of Automated Guided Robot Based on Digital Twin-Data

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Topics: Automated guided vehicles , Autonomous vehicles , Robots , Simulation , Systems engineering , Robotics , Testing , Chain , Columns (Structural) , Manufacturing

Selection of Inverse Kinematics Solution Type for Cooperative Robots and Singularity Avoidance Based on Reinforcement Learning

Daiki Kato, Naoki Maeda, Ayumu Takeuchi, Masataka Sekioka, Toshiki Hirogaki, Eiichi Aoyama

IDETC-CIE 2023; V002T02A019https://doi.org/10.1115/DETC2023-114868

Abstract

View Articletitled, Selection of Inverse Kinematics Solution Type for Cooperative Robots and Singularity Avoidance Based on Reinforcement Learning

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Topics: Kinematics , Reinforcement learning , Robots , Manipulators , Artificial neural networks , Computer-aided engineering , End effectors , Numerical analysis , Robotics

Projected Barycentric Densities for Multi-Material Topology Optimization Using Shape Function With Penalization Approach

Nikhil Singh, Anupam Saxena

IDETC-CIE 2023; V002T02A020https://doi.org/10.1115/DETC2023-115128

Abstract

View Articletitled, Projected Barycentric Densities for Multi-Material Topology Optimization Using Shape Function With Penalization Approach

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Topics: Density , Shapes , Topology optimization

Optimal Design and Process Planning for Product Adaptation With Initial Evaluation of Solutions Based on Information Entropy

Mohammed Saad, Deyi Xue

IDETC-CIE 2023; V002T02A021https://doi.org/10.1115/DETC2023-116347

Abstract

View Articletitled, Optimal Design and Process Planning for Product Adaptation With Initial Evaluation of Solutions Based on Information Entropy

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Topics: Design , Entropy , Optimization , Product design , Production planning

Parameter Extraction From Images Using Multilabel Supervised Learning

Jessica Ezemba, James D. Cunningham, Conrad S. Tucker

IDETC-CIE 2023; V002T02A022https://doi.org/10.1115/DETC2023-116501

Abstract

View Articletitled, Parameter Extraction From Images Using Multilabel Supervised Learning

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Topics: Design , Design methodology , Engineering design , Engineering systems and industry applications

Study the Impact of Cross-Sections on the Energy Absorption of Architected Materials

Xinnian Wang, Sina Rastegarzadeh, Yayue Pan, Jida Huang

IDETC-CIE 2023; V002T02A023https://doi.org/10.1115/DETC2023-116583

Abstract

View Articletitled, Study the Impact of Cross-Sections on the Energy Absorption of Architected Materials

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Topics: Absorption , Cross section (Physics) , Struts (Engineering) , Design , Additive manufacturing , Compression , Manufacturing , Mechanical properties , Metamaterials , Stereolithography

Design and Virtual Prototyping of a Constant Force Gripper for Food Handling and Harvesting

Mario Baggetta, Guangbo Hao, Giovanni Berselli

IDETC-CIE 2023; V002T02A024https://doi.org/10.1115/DETC2023-116587

Abstract

View Articletitled, Design and Virtual Prototyping of a Constant Force Gripper for Food Handling and Harvesting

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Topics: Design , Food products , Grippers

Vector Field Based Volume Peeling for Multi-Axis Machining

Neelotpal Dutta, Tianyu Zhang, Guoxin Fang, Ismail E. Yigit, Charlie C. L. Wang

IDETC-CIE 2023; V002T02A025https://doi.org/10.1115/DETC2023-116742

Abstract

View Articletitled, Vector Field Based Volume Peeling for Multi-Axis Machining

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Topics: Machining , Surface roughness

Process Control-Based Embedding and Computer Vision-Based Retrieval of 2D Codes in Fused Deposition Modeling

Karim A. ElSayed, Jitesh H. Panchal

IDETC-CIE 2023; V002T02A026https://doi.org/10.1115/DETC2023-116880

Abstract

View Articletitled, Process Control-Based Embedding and Computer Vision-Based Retrieval of 2D Codes in Fused Deposition Modeling

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Topics: Additive manufacturing , Computers , Modeling , Image segmentation , Lithography , Manufacturing , Watermarking , Encryption , Hardware , Imaging

Generative Design of Statistically Self-Similar Mechanical Structures

Noah Hill, Matthew Ebert, Mena Maurice, Vinayak Krishnamurthy

IDETC-CIE 2023; V002T02A027https://doi.org/10.1115/DETC2023-117063

Abstract

View Articletitled, Generative Design of Statistically Self-Similar Mechanical Structures

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Topics: Chaos , Fractals , Generative design , Mechanical structures , Mechanical behavior , Design , Geometry , Iterative methods , Modal analysis , Stiffness

Collecting Product Design Data: Examining the Applicability of Utilizing Gaze Data to Obtain Customer Feedback on Product Designs

George Vrampas, Corey Kado, Xiaoou Yang, Elisabeth Kames, Beshoy Morkos

IDETC-CIE 2023; V002T02A028https://doi.org/10.1115/DETC2023-117130

Abstract

View Articletitled, Collecting Product Design Data: Examining the Applicability of Utilizing Gaze Data to Obtain Customer Feedback on Product Designs

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Topics: Feedback , Preferences , Product design , Design , Automobiles , Computer software , Engineering design , Microwaves , Mobile phones , Rendering

CAPPD: Human-in-the Loop Product Design and Automation

Image Segmentation With Human-in-the-Loop in Automated De-Caking Process for Powder Bed Additive Manufacturing

Vincent Asare-Manu, Sachithra Karunathilake, Zhaohui Geng

IDETC-CIE 2023; V002T02A029https://doi.org/10.1115/DETC2023-115282

Abstract

View Articletitled, Image Segmentation With Human-in-the-Loop in Automated De-Caking Process for Powder Bed Additive Manufacturing

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Topics: Additive manufacturing , Image segmentation

Gaze-Based Augmented Reality Interfaces for Micro- and Macro-Scale Tasks

Christina Petlowany, Mitch Pryor

IDETC-CIE 2023; V002T02A030https://doi.org/10.1115/DETC2023-116758

Abstract

View Articletitled, Gaze-Based Augmented Reality Interfaces for Micro- and Macro-Scale Tasks

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Topics: Augmented reality , Human-robot interaction

Framework for Analyzing Human Cognition in Operationally-Relevant Human Swarm Interaction

Joseph P. Distefano, Hanvit Cho, Prajit Krisshnakumar, Souma Chowdhury, Ehsan Esfahani

IDETC-CIE 2023; V002T02A031https://doi.org/10.1115/DETC2023-117162

Abstract

View Articletitled, Framework for Analyzing Human Cognition in Operationally-Relevant Human Swarm Interaction

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Topics: Brain , Calibration , Computers , Data collection , Engines , Feedback , Graphical user interfaces , Modeling , Physiology , Robotics

CAPPD: Digital Human Modelling for Design and Manufacturing

Assessing Learning of Manual Assembly Processes Using Wrist-Worn Inertial Measurement Units

Rahul Sharan Renu, Kirk Johnson, Nathaniel Smith, Jerel Dawkins, James Righter

IDETC-CIE 2023; V002T02A032https://doi.org/10.1115/DETC2023-108975

Abstract

View Articletitled, Assessing Learning of Manual Assembly Processes Using Wrist-Worn Inertial Measurement Units

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Topics: Manufacturing , Measurement units and standards

A Comparison of CNN Models for Automated Femur Segmentation Based on DICOM Images

Anna Ghidotti, Andrea Vitali, Daniele Regazzoni, Miri Weiss Cohen, Caterina Rizzi

IDETC-CIE 2023; V002T02A033https://doi.org/10.1115/DETC2023-116427

Abstract

View Articletitled, A Comparison of CNN Models for Automated Femur Segmentation Based on DICOM Images

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Topics: Image segmentation , Knee

Fatigue Prediction for Repetitive Lifting

Shuvrodeb Barman, Yujiang Xiang, Ritwik Rakshit, James Yang

IDETC-CIE 2023; V002T02A034https://doi.org/10.1115/DETC2023-116839

Abstract

View Articletitled, Fatigue Prediction for Repetitive Lifting

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Topics: Fatigue , Optimization

CAPPD: Product and Process Design Automation for Industry 4.0

Early Prediction of Human Intention for Human-Robot Collaboration Using Transformer Network

Xinyao Zhang, Sibo Tian, Xiao Liang, Minghui Zheng, Sara Behdad

IDETC-CIE 2023; V002T02A035https://doi.org/10.1115/DETC2023-116492

Abstract

View Articletitled, Early Prediction of Human Intention for Human-Robot Collaboration Using Transformer Network

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Topics: Human-robot collaboration , Manufacturing

Efficient Object Manipulation in Confined Space Using Compliant Based Gripper

Krushang Gabani, Yuhe Oswin Ji, Ehsan T. Esfahani

IDETC-CIE 2023; V002T02A036https://doi.org/10.1115/DETC2023-116674

Abstract

View Articletitled, Efficient Object Manipulation in Confined Space Using Compliant Based Gripper

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Topics: Grippers , Manipulators , Algorithms , Collisions (Physics) , Human-robot collaboration , Machinery , Optimization , Robotics , Stiffness

Augmented Reality for the Positioning of Fasteners and Adhesives in Sheet Metal Joining Processes in the Automotive Industry

Rebecca Schwenk, Shana Smith

IDETC-CIE 2023; V002T02A037https://doi.org/10.1115/DETC2023-116849

Abstract

View Articletitled, Augmented Reality for the Positioning of Fasteners and Adhesives in Sheet Metal Joining Processes in the Automotive Industry

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Topics: Adhesives , Augmented reality , Automotive industry , Fasteners , Joining , Manufacturing , Sheet metal , Visualization

Industry’s Take on Challenges in the Agricultural Post-Harvesting Industry

Logan Smith, Matthew B. Bowen, Niloofar Rezaei, Fatemeh Mozaffar, Mozhdeh Rahmanpour, Runu Proma Das, Beshoy Morkos

IDETC-CIE 2023; V002T02A038https://doi.org/10.1115/DETC2023-117157

Abstract

View Articletitled, Industry’s Take on Challenges in the Agricultural Post-Harvesting Industry

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Topics: Cracking (Materials) , Food products , Fracture (Process) , Internet of things , Manufacturing , Production facilities

CAPPD: Data-Driven Product Design and Fabrication

Detection of Singularities in Finite Element Simulations: A 3D Deep Learning Approach

Sebastian Bickel, Stefan Goetz, Sandro Wartzack

IDETC-CIE 2023; V002T02A039https://doi.org/10.1115/DETC2023-109720

Abstract

View Articletitled, Detection of Singularities in Finite Element Simulations: A 3D Deep Learning Approach

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Topics: Finite element analysis , Machine learning , Product development , Simulation

Inverse Design of 2D Shape-Morphing Structures

Mohammad Abu-Mualla, Victor Jirón, Jida Huang

IDETC-CIE 2023; V002T02A040https://doi.org/10.1115/DETC2023-111426

Abstract

View Articletitled, Inverse Design of 2D Shape-Morphing Structures

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Topics: Design , Shapes , Poisson ratio , Tensile testing , Algorithms , Artificial neural networks , Computer simulation , Design automation , Finite element analysis , Physics

Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function

Jun Wang, Rahul Rai

IDETC-CIE 2023; V002T02A041https://doi.org/10.1115/DETC2023-116668

Abstract

View Articletitled, Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function

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Topics: Design , Optimization , Periodic structures , Engineering systems and industry applications , Stress , Tiles , Weight (Mass)

Generating Large Datasets of Simplified Automotive Body-in-White Structures to Predict Springback Using Machine Learning

Abhishek Lokesh Bolar, Ibraheem Alawadhi, Satchit Ramnath, Prakash Kumar, Yannis Korkolis, Joseph K. Davidson, Jami J. Shah

IDETC-CIE 2023; V002T02A042https://doi.org/10.1115/DETC2023-116842

Abstract

View Articletitled, Generating Large Datasets of Simplified Automotive Body-in-White Structures to Predict Springback Using Machine Learning

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Topics: Finite element analysis , Joining , Machine learning , Metal stamping , Sheet metal , Workflow , Manufacturing , Design , Residual stresses , Simulation

SEIKM: Systems Engineering Information Knowledge Management (SEIKM General)

Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing

Zhuo Yang, Jaehyuk Kim, Yan Lu, Albert Jones, Paul Witherell, Ho Yeung, Hyunwoong Ko

IDETC-CIE 2023; V002T02A043https://doi.org/10.1115/DETC2023-116524

Abstract

View Articletitled, Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing

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Topics: Additive manufacturing , Data fusion , Metal powders , Quality management

Functional Reasoning of System Architecture in the System Modeling Language (SysML) With XML Representation

Parth Ganeriwala, Candice Chambers, Chiradeep Sen, Siddhartha Bhattacharyya

IDETC-CIE 2023; V002T02A044https://doi.org/10.1115/DETC2023-117193

Abstract

View Articletitled, Functional Reasoning of System Architecture in the System Modeling Language (SysML) With XML Representation

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Topics: Design , Modeling , System architecture , Systems engineering , Physics , Algorithms , Computer software , Flow (Dynamics)

SEIKM: Design Informatics

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao

IDETC-CIE 2023; V002T02A045https://doi.org/10.1115/DETC2023-114687

Abstract

View Articletitled, Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design

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Topics: Data-driven design , Uncertainty

CAD Challenges App: An Informatics Framework for Parametric Modeling Practice and Research Data Collection in Computer-Aided Design

Yuanzhe Deng, Matthew Mueller, Matthew Shields

IDETC-CIE 2023; V002T02A046https://doi.org/10.1115/DETC2023-114927

Abstract

View Articletitled, CAD Challenges App: An Informatics Framework for Parametric Modeling Practice and Research Data Collection in Computer-Aided Design

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Topics: Computer-aided design , Data collection , Modeling

A Conceptual Design of Natural Gas Downhole Drilling and Production Equipment on RFKD Model

Yiwei Jiang, Wu Zhao, Xin Guo, Kai Zhang, Miao Yu, Huicong Hu

IDETC-CIE 2023; V002T02A047https://doi.org/10.1115/DETC2023-116352

Abstract

View Articletitled, A Conceptual Design of Natural Gas Downhole Drilling and Production Equipment on RFKD Model

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Topics: Conceptual design , Drilling , Natural gas , Production equipment

Neurocognition of New Ideas During Engineering Design

Emma Walker, Tripp Shealy, John Gero

IDETC-CIE 2023; V002T02A048https://doi.org/10.1115/DETC2023-117127

Abstract

View Articletitled, Neurocognition of New Ideas During Engineering Design

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Topics: Engineering design , Brain , Design , Beer's law , Density , Filters , Graduate students , Impulse (Physics) , Maintenance , Near-infrared spectroscopy

SEIKM: Systems Engineering and Complex Systems

CyberRiskDELPHI: Towards Objective Cyber Risk Assessment for Complex Systems

Nikolaos Papakonstantinou, Douglas L. Van Bossuyt, Britta Hale, Ryan Arlitt, Jarno Salonen, Jani Suomalainen

IDETC-CIE 2023; V002T02A049https://doi.org/10.1115/DETC2023-114783

Abstract

View Articletitled, CyberRiskDELPHI: Towards Objective Cyber Risk Assessment for Complex Systems

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Topics: Complex systems , Insurance , Risk assessment

Modeling Distributed Situation Awareness in Resilience-Based Design of Complex Engineered Systems

Lukman Irshad, Daniel Hulse

IDETC-CIE 2023; V002T02A050https://doi.org/10.1115/DETC2023-116689

Abstract

View Articletitled, Modeling Distributed Situation Awareness in Resilience-Based Design of Complex Engineered Systems

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Topics: Complex systems , Design , Modeling , Resilience , Simulation

SEIKM: Knowledge Capture, Reuse, and Management

Agri-Food Supply Chain Traceability Supported by a Formal Ontology: A Grain Elevator to Processor Use Case

Farhad Ameri, Evan Wallace, Reid Yoder, Frank Riddick

IDETC-CIE 2023; V002T02A051https://doi.org/10.1115/DETC2023-108860

Abstract

View Articletitled, Agri-Food Supply Chain Traceability Supported by a Formal Ontology: A Grain Elevator to Processor Use Case

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Topics: Elevators , Food products , Ontologies , Supply chains

A Framework of Real-Time Knowledge Capture and Formalization for Model-Based Design With Spoken Annotation and Design Operations

Yutaka Nomaguchi, Hiroyuki Morikawa, Rempei Nishida, Kikuo Fujita

IDETC-CIE 2023; V002T02A052https://doi.org/10.1115/DETC2023-112226

Abstract

View Articletitled, A Framework of Real-Time Knowledge Capture and Formalization for Model-Based Design With Spoken Annotation and Design Operations

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Topics: Design

Knowledge Management for Data Analytics in Additive Manufacturing

Yeun Park, Paul Witherell, Albert Jones, Hyunbo Cho

IDETC-CIE 2023; V002T02A053https://doi.org/10.1115/DETC2023-116566

Abstract

View Articletitled, Knowledge Management for Data Analytics in Additive Manufacturing

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Topics: Additive manufacturing , Knowledge management

SEIKM: Smart Manufacturing Informatics

Explainability of Laser Powder Bed Fusion Melt Pool Classification Using Deep Learning

Matthew M. Sato, Vivian Wen Hui Wong, Kincho H. Law, Ho Yeung, Paul Witherell

IDETC-CIE 2023; V002T02A054https://doi.org/10.1115/DETC2023-109137

Abstract

View Articletitled, Explainability of Laser Powder Bed Fusion Melt Pool Classification Using Deep Learning

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Topics: Additive manufacturing , Artificial intelligence , Artificial neural networks , Lasers , Manufacturing , Machine learning , Shapes , Decision making , Machinery , Metals

Data Fusion Cognitive Computing for Characterization of Mechanical Property in Friction Stir Welding Process

Danny Hoang, Ruimin Chen, Debasish Mishra, Surjya K. Pal, Farhad Imani

IDETC-CIE 2023; V002T02A055https://doi.org/10.1115/DETC2023-117184

Abstract

View Articletitled, Data Fusion Cognitive Computing for Characterization of Mechanical Property in Friction Stir Welding Process

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Topics: Data fusion , Friction , Mechanical properties , Welding

SEIKM: Advanced Manufacturing for Bioeconomy and Circular Economy

Facilitating Cost-Effective Circular Economy With an Example on Plastics

Douglas Thomas

IDETC-CIE 2023; V002T02A056https://doi.org/10.1115/DETC2023-111686

Abstract

View Articletitled, Facilitating Cost-Effective Circular Economy With an Example on Plastics

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Topics: Economics , Manufacturing , Plastics

Comparative Study of Approaches for an Ontology of Digital Artifacts

Dušan Šormaz, Boonserm Kulvatunyou, Miloš Drobnjaković, Saruda Seeharit

IDETC-CIE 2023; V002T02A057https://doi.org/10.1115/DETC2023-113755

Abstract

View Articletitled, Comparative Study of Approaches for an Ontology of Digital Artifacts

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Topics: Ontologies

Recent Developments in Ontology Standards and Their Applicability to Biomanufacturing

Milos Drobnjakovic, Boonserm Kulvatunyou, Simon Frechette, Vijay Srinivasan

IDETC-CIE 2023; V002T02A058https://doi.org/10.1115/DETC2023-116866

Abstract

View Articletitled, Recent Developments in Ontology Standards and Their Applicability to Biomanufacturing

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Topics: Biomanufacturing , Ontologies

An Investigation Into an Approach for Automated Supply Chain Onboarding

Elena Jelisic, Nenad Ivezic, Boonserm Kulvatunyou, Perawit Charoenwut, Ana Nikolov

IDETC-CIE 2023; V002T02A059https://doi.org/10.1115/DETC2023-117486

Abstract

View Articletitled, An Investigation Into an Approach for Automated Supply Chain Onboarding

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Topics: Chain , Supply chains

VES: Designing User Experiences for Virtual Environments

Design and User Experience Evaluation of 3D Product Information in XR Shopping Application

Kaitong Qin, Yankun Zhen, Tianshu Dong, Liuqing Chen, Ting Zhang, Yumou Zhang, Tingting Zhou

IDETC-CIE 2023; V002T02A060https://doi.org/10.1115/DETC2023-109088

Abstract

View Articletitled, Design and User Experience Evaluation of 3D Product Information in XR Shopping Application

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Topics: Design

VES: Virtual Systems for Engineering Applications

Perceived Complexity of 3D Shapes for Spatial Visualization Tasks: Humans vs Generative Models

Lucy McShane, Christian Lopez

IDETC-CIE 2023; V002T02A061https://doi.org/10.1115/DETC2023-115081

Abstract

View Articletitled, Perceived Complexity of 3D Shapes for Spatial Visualization Tasks: Humans vs Generative Models

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Topics: Shapes , Visualization

Animated Point Clouds Real-Time Rendering for Extended Reality

Pietro Piazzolla, Marco Rossoni, Matteo Pozzi, Giorgio Colombo, Marco Gribaudo

IDETC-CIE 2023; V002T02A062https://doi.org/10.1115/DETC2023-115124

Abstract

View Articletitled, Animated Point Clouds Real-Time Rendering for Extended Reality

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Topics: Rendering , Encryption , Autonomous vehicles , Computers , Pipelines , Reflection , Robotics , Surface roughness , Three-dimensional models

Adding a Novel Olfactory Dimension to Multisensory Experience in Virtual Reality Training

Francesco Ferrise, Nicolò Dozio, Elena Spadoni, Marco Rossoni, Marina Carulli, Monica Bordegoni

IDETC-CIE 2023; V002T02A063https://doi.org/10.1115/DETC2023-116561

Abstract

View Articletitled, Adding a Novel Olfactory Dimension to Multisensory Experience in Virtual Reality Training

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Topics: Dimensions , Virtual reality

AMS/CAPPD Joint Topic: Digital Twin: Advanced Human Modeling and Simulation in Engineering

Subject-Specific Musculoskeletal Modeling of Adolescent Scoliosis Patients: a Pilot Study

Juan Baus, Zhiqing Cheng, James Yang

IDETC-CIE 2023; V002T02A064https://doi.org/10.1115/DETC2023-112424

Abstract

View Articletitled, Subject-Specific Musculoskeletal Modeling of Adolescent Scoliosis Patients: a Pilot Study

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Topics: Modeling , Musculoskeletal system , Scoliosis , X-rays

State-Space Characterization of Human Balance Through a Reinforcement Learning Based Muscle Controller

Kübra Akbaş, Xianlian Zhou

IDETC-CIE 2023; V002T02A065https://doi.org/10.1115/DETC2023-114841

Abstract

View Articletitled, State-Space Characterization of Human Balance Through a Reinforcement Learning Based Muscle Controller

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Topics: Control equipment , Muscle , Musculoskeletal system , Reinforcement learning

Optimal Control of Spine and Shoulder Powered Exoskeletons for Squat Lifting

Asif Arefeen, Yujiang Xiang

IDETC-CIE 2023; V002T02A066https://doi.org/10.1115/DETC2023-114984

Abstract

View Articletitled, Optimal Control of Spine and Shoulder Powered Exoskeletons for Squat Lifting

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Topics: Exoskeleton devices , Optimal control

Design and Control of a Bio-Inspired Inchworm Robot Using a Novel Helical Artificial Muscle Actuator

Joel Quarnstrom, Yujiang Xiang

IDETC-CIE 2023; V002T02A067https://doi.org/10.1115/DETC2023-115207

Abstract

View Articletitled, Design and Control of a Bio-Inspired Inchworm Robot Using a Novel Helical Artificial Muscle Actuator

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Topics: Actuators , Artificial muscles , Biomimetics , Design , Robots

Three-Dimensional Symmetric Tossing Motion Prediction – A Pilot Study

Seunghun Lee, James Yang

IDETC-CIE 2023; V002T02A068https://doi.org/10.1115/DETC2023-117336

Abstract

View Articletitled, Three-Dimensional Symmetric Tossing Motion Prediction – A Pilot Study

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Topics: B-splines , Data collection , Degrees of freedom , Design , Dynamics (Mechanics) , Equations of motion , Kinematics , Materials handling , Occupational safety and health , Optimization

AMS/SEIKIM Joint Topic: Digital Twin Modeling and Analytics for Advanced Manufacturing

Multimodal Sensor Fusion for Real-Time Location-Dependent Defect Detection in Laser-Directed Energy Deposition

Lequn Chen, Xiling Yao, Wenhe Feng, Youxiang Chew, Seung Ki Moon

IDETC-CIE 2023; V002T02A069https://doi.org/10.1115/DETC2023-110284

Abstract

View Articletitled, Multimodal Sensor Fusion for Real-Time Location-Dependent Defect Detection in Laser-Directed Energy Deposition

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Topics: Artificial neural networks , Flaw detection , Lasers , Sensors

A Digital Twin Assisted Framework for Quality Assurance in Mould Manufacturing

Till Böttjer, Devarajan Ramanujan

IDETC-CIE 2023; V002T02A070https://doi.org/10.1115/DETC2023-114848

Abstract

View Articletitled, A Digital Twin Assisted Framework for Quality Assurance in Mould Manufacturing

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Topics: Digital twin , Manufacturing , Quality control , Wear

A Heuristics Derivation Approach for the Digital Twin Designs

Maulik C. Kotecha, Daniel A. McAdams

IDETC-CIE 2023; V002T02A071https://doi.org/10.1115/DETC2023-115242

Abstract

View Articletitled, A Heuristics Derivation Approach for the Digital Twin Designs

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Topics: Design , Digital twin

Building a Cloud-Based Digital Twin for a Robotic Assembly System

Md Tahmid Bin Touhid, Mrunal Marne, Theodore Oskroba, Sayed Amirhossein Mirahmadi, Enshen Zhu, Alireza Mahrabian, Fantahun Defersha, Sheng Yang

IDETC-CIE 2023; V002T02A072https://doi.org/10.1115/DETC2023-115285

Abstract

View Articletitled, Building a Cloud-Based Digital Twin for a Robotic Assembly System

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Topics: Digital twin , Manufacturing , Robotic assembly

Digital Twin and Virtual Reality for Process Verification of Resistance Spot Welds in Automotive Body in White Manufacturing

Elizabeth Lekarczyk, Ali Ahmad Malik

IDETC-CIE 2023; V002T02A073https://doi.org/10.1115/DETC2023-116425

Abstract

View Articletitled, Digital Twin and Virtual Reality for Process Verification of Resistance Spot Welds in Automotive Body in White Manufacturing

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Topics: Digital twin , Inspection , Manufacturing , Robots , Virtual reality , Welded joints

AMS/SEIKIM Joint Topic: Physics-Informed Machine Learning for Design and Advanced Manufacturing

A Physics-Informed Action Selection Framework for Robotic Heating

Neel Dhanaraj, Omey M. Manyar, Vihan Krishnan, Satyandra K. Gupta

IDETC-CIE 2023; V002T02A074https://doi.org/10.1115/DETC2023-116329

Abstract

View Articletitled, A Physics-Informed Action Selection Framework for Robotic Heating

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Topics: Heating , Physics , Robotics , Machine learning , Robots , Composite materials , Manufacturing , Modeling , Simulation , Temperature

Supporting Condition-Based Maintenance for Rotary Systems Under Multiple Fault Scenarios

Larry Marshall, Jr., David Jensen, Han Hu

IDETC-CIE 2023; V002T02A075https://doi.org/10.1115/DETC2023-116470

Abstract

View Articletitled, Supporting Condition-Based Maintenance for Rotary Systems Under Multiple Fault Scenarios

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Topics: Maintenance , Machinery , Flaw detection , Algorithms , Ball bearings , Bearings , Decision making , Engineering prototypes , Fault diagnosis , Machine learning

SEIKM-AMS: Artificial Intelligence and Machine Learning in Design and Manufacturing

Layer-to-Layer Thermal History Prediction for Thin Walls in Metal Additive Manufacturing

Yifan Tang, Shahriar Bakrani Balani, Akshay Dhalpe, Mostafa Rahmani Dehaghani, Suraj Panicker, Eric Coatanea, Di Wu, G. Gary Wang

IDETC-CIE 2023; V002T02A076https://doi.org/10.1115/DETC2023-114997

Abstract

View Articletitled, Layer-to-Layer Thermal History Prediction for Thin Walls in Metal Additive Manufacturing

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Topics: Additive manufacturing , Metals , Modeling , Thin wall structures , Simulation , Temperature , Artificial neural networks , Computer simulation , Errors , Printing

Self-Supervised Learning of Temporally Varying Process Parameter Models for Direct Ink Writing

Yeo Jung Yoon, Yang Yang, Satyandra K. Gupta

IDETC-CIE 2023; V002T02A077https://doi.org/10.1115/DETC2023-116337

Abstract

View Articletitled, Self-Supervised Learning of Temporally Varying Process Parameter Models for Direct Ink Writing

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Topics: Inks , Printing , Additive manufacturing , Drying , Fluids , Image processing , Performance , Robotics , Silicones

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao

IDETC-CIE 2023; V002T02A078https://doi.org/10.1115/DETC2023-116458

Abstract

View Articletitled, Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition

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Topics: Additive manufacturing , Knowledge transfer

AMS-CAPPD-SEIKM: Design, Simulation and Optimization for Additive Manufacturing

Distributing Design Domains for Topology Optimization in Systems Design

Felix Endress, Timoleon Kipouros, Markus Zimmermann

IDETC-CIE 2023; V002T02A079https://doi.org/10.1115/DETC2023-114883

Abstract

View Articletitled, Distributing Design Domains for Topology Optimization in Systems Design

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Topics: Design , Topology optimization

Coupling Simulated Annealing and Homogenization to Design Thermally Conductive Hybrid Lattice Support Structures for LPBF

Lisha White, Xuan Liang, Guanglu Zhang, Jonathan Cagan, Yongjie Jessica Zhang

IDETC-CIE 2023; V002T02A080https://doi.org/10.1115/DETC2023-114953

Abstract

View Articletitled, Coupling Simulated Annealing and Homogenization to Design Thermally Conductive Hybrid Lattice Support Structures for LPBF

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Topics: Design , Energy dissipation , Heat , Optimization , Simulated annealing

Print As a Dance Duet: Communication Strategies for Collision-Free Arm-Arm Coordination in Cooperative 3D Printing

Ronnie F. P. Stone, Wenchao Zhou, Ergun Akleman, Vinayak Raman Krishnamurthy, Zhenghui Sha

IDETC-CIE 2023; V002T02A081https://doi.org/10.1115/DETC2023-114959

Abstract

View Articletitled, Print As a Dance Duet: Communication Strategies for Collision-Free Arm-Arm Coordination in Cooperative 3D Printing

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Topics: Additive manufacturing , Collisions (Physics) , Manipulators , Manufacturing

Defining and Modeling of Height-Related Geometrical Parameters for Thin Wall Structures Manufactured by Metal Additive Manufacturing

Mostafa Rahmani Dehaghani, Yifan Tang, Suraj Panicker, Di Wu, Eric Coatanea, G. Gary Wang

IDETC-CIE 2023; V002T02A082https://doi.org/10.1115/DETC2023-114987

Abstract

View Articletitled, Defining and Modeling of Height-Related Geometrical Parameters for Thin Wall Structures Manufactured by Metal Additive Manufacturing

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Topics: Additive manufacturing , Metals , Modeling , Thin wall structures , Wire

A Design Automation Framework Supporting Design for Additive Manufacturing

Anton Wiberg, Johan A. Persson, Johan Ölvander

IDETC-CIE 2023; V002T02A083https://doi.org/10.1115/DETC2023-116415

Abstract

View Articletitled, A Design Automation Framework Supporting Design for Additive Manufacturing

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Topics: Additive manufacturing , Design , Design automation

Methods for Mapping Empirical Data to Authoritative Definitions for Additive Manufacturing Part Validation

Fahad Ali Milaat, Paul Witherell, Martin Hardwick, Ho Yeung

IDETC-CIE 2023; V002T02A084https://doi.org/10.1115/DETC2023-116710

Abstract

View Articletitled, Methods for Mapping Empirical Data to Authoritative Definitions for Additive Manufacturing Part Validation

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Topics: Additive manufacturing , Manufacturing , Digital twin , Inspection , Dimensions , Geometric dimensioning and tolerancing , Geometry , Information models , Microscale devices , Modeling

Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators

Jiangce Chen, Wenzhuo Xu, Martha Baldwin, Björn Nijhuis, Ton van den Boogaard, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb

IDETC-CIE 2023; V002T02A085https://doi.org/10.1115/DETC2023-117055

Abstract

View Articletitled, Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators

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Topics: Additive manufacturing , Temperature , Computer simulation , Design , Errors , Finite element methods , Heat , Production planning

The Design of a Low-Cost Voluntary Closing Finger Prosthetic for Developing Countries

Kelvin Loutan, Jr., Umesh Persad

IDETC-CIE 2023; V002T02A086https://doi.org/10.1115/DETC2023-117072

Abstract

View Articletitled, The Design of a Low-Cost Voluntary Closing Finger Prosthetic for Developing Countries

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Topics: Additive manufacturing , Artificial limbs , Design , Developing nations , Kinematics , Optimization

AI & ML Approaches for Engineering

Physics-Based Automated Data Preprocessing (ADP) for Machine Learning Applications

Saleh Valizadeh Sotubadi, Vinh Nguyen

IDETC-CIE 2023; V002T02A087https://doi.org/10.1115/DETC2023-114624

Abstract

View Articletitled, Physics-Based Automated Data Preprocessing (ADP) for Machine Learning Applications

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Topics: Machine learning , Physics , Algorithms , Acoustics , Computer numerical control machine tools , Computers , Control equipment , Cutting , Machinery , Reinforcement learning

VariableTypography: Artificial Intelligence Augmented Reading Experience

Shuhui Shi, Weitao You, Kaixin Han, Jinyu Song, Lingyun Sun

IDETC-CIE 2023; V002T02A088https://doi.org/10.1115/DETC2023-114811

Abstract

View Articletitled, VariableTypography: Artificial Intelligence Augmented Reading Experience

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Topics: Artificial intelligence

Multi-Modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data

Hanqi Su, Binyang Song, Faez Ahmed

IDETC-CIE 2023; V002T02A089https://doi.org/10.1115/DETC2023-115076

Abstract

View Articletitled, Multi-Modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data

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Topics: Machine learning , Vehicles

Multiphysics Missing Data Synthesis (MiDaS): A Machine-Learning Approach for Mitigating Data Gaps and Artifacts

John C. Steuben, Andrew B. Geltmacher, Steven N. Rodriguez, Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos

IDETC-CIE 2023; V002T02A090https://doi.org/10.1115/DETC2023-115260

Abstract

View Articletitled, Multiphysics Missing Data Synthesis (MiDaS): A Machine-Learning Approach for Mitigating Data Gaps and Artifacts

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Topics: Machine learning , Maintenance , Computer simulation , Data acquisition , Engineering simulation , Modeling , Noise (Sound) , Simulation , X-rays