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ORCIDJournal of Computing and Information Science in Engineering, Volume 23
Volume 23, Number 1, February 2023
- Arpan Biswas, Claudio Fuentes, Christopher Hoyle:
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems. - Ying Zhao, Chen Jiang
, Manuel A. Vega, Michael D. Todd, Zhen Hu:
Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study. - Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore:
A Framework for Inverse Prediction Using Functional Response Data. - Abouzar Choubineh, Jie Chen, Frans Coenen, Fei Ma:
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling. - Jeferson O. Almeida, Fernando A. Rochinha:
A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms. - Jinming Wan, Yiming Che, Zimo Wang, Changqing Cheng:
Uncertainty Quantification and Optimal Robust Design for Machining Operations. - Liangang Xie, Xianda Li, Xiangzhi Wei:
A Two-Layer Heterogeneous Ant Colony System With Applications in Part-Picking Planning. - Luka Malashkhia, Dehao Liu, Yanglong Lu, Yan Wang:
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction. - Bharath Pidaparthi, Samy Missoum:
A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency. - Jiehang Deng, Haomin Wei, Zhenxiang Lai, Guosheng Gu, Zhiqiang Chen, Leo Chen, Lei Ding:
Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment. - Qiyang Ma, Yiming Che, Changqing Cheng, Zimo Wang:
Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties. - Anh Tran, Kathryn A. Maupin, Theron Rodgers:
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications. - Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe:
Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model. - Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat:
Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating.
Volume 23, Number 2, April 2023
- Xueke Zheng, Cheng Zhuang, Shuixin Xiao, Yu Qiu, Jun Zhang, Mian Li:
Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain. - Wei Jiang, Wu Zhao, Lin Du, Kai Zhang, Miao Yu:
Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy. - Ronak R. Mohanty, Abhijeet Singh Raina, Subhrajyoti Chaudhuri, Francis K. H. Quek, Shinjiro Sueda, Vinayak R. Krishnamurthy:
Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies. - Mehdi Tlija, Anis Korbi, Borhen Louhichi, Antoine Tahan:
A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts. - Arvind Shankar Raman, K. C. Morris, Karl R. Haapala:
Reusing and Extending Standards-Based Unit Manufacturing Process Models for Characterizing Sustainability Performance. - Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René-Vinicio Sánchez:
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks. - Ardalan R. Sofi, Bahram Ravani:
Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder-Decoder Convolutional Neural Networks. - Yinqiang Deng, Long Liu, Mingyang Li, Man Jiang, Bo Peng, Yue Yang:
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN. - Bin He, Jiachi Wu, Xuanren Zhu, Dong Zhang, Jintao Cao:
Product Multibody Dynamics Analysis for Low-Carbon Footprint. - Liping Xie, Chihua Lu, Zhien Liu, Yawei Zhu, Tao Xu:
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality. - Ece Ayli, Eyup Kocak, Hasmet Turkoglu:
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders. - Craig Shakarji, Vijay Srinivasan:
Toward a New Mathematical Definition of Datums in Standards to Support Advanced Manufacturing. - Renaldy Dwi Nugraha, Ke He, Ang Liu, Zhinan Zhang:
Short-Term Cross-Sectional Time-Series Wear Prediction by Deep Learning Approaches. - Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan:
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models. - Umang H. Rathod, Vinayak N. Kulkarni, Ujjwal K. Saha:
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method.
Volume 23, Number 3, June 2023
- Jiayin Shao, Shilong Wang, Bo Yang, Zhengping Zhang, Yankai Wang:
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction. - Handing Xu, Zhenguo Nie, Qingfeng Xu, Yaguan Li, Fugui Xie, Xin-Jun Liu:
SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method. - Jingren Xie, Shuai Mao, Zhinan Zhang, Chengliang Liu:
Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators. - Shaw C. Feng, Tesfaye Moges, Hyunseop Park, Mostafa Yakout, Albert T. Jones, Hyunwoong Ko, Paul Witherell:
Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals. - Akram Mubarak, Mebrahitom Asmelash, Azmir Azhari, Ftwi Yohannes Haggos, Freselam Mulubrhan:
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory. - Sequoia R. Andrade, Hannah S. Walsh:
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing. - John G. Michopoulos, Nicole A. Apetre, Athanasios P. Iliopoulos, John C. Steuben:
Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints. - Xueke Zheng, Ying Wang, Le Wang, Runze Cai, Mian Li, Yu Qiu:
Data-Driven Sensor Selection for Signal Estimation of Vertical Wheel Forces in Vehicles. - Omey M. Manyar, Junyan Cheng, Reuben Levine, Vihan Krishnan, Jernej Barbic, Satyandra K. Gupta:
Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds. - Dehao Liu, Pranav Pusarla, Yan Wang:
Multifidelity Physics-Constrained Neural Networks With Minimax Architecture. - Shadman Tahmid, Josep M. Font-Llagunes, James Yang:
Upper Extremity Joint Torque Estimation Through an Electromyography-Driven Model. - S. Li, Joseph M. Butterfield, Adrian Murphy:
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing. - Alok Warey, Vishal Raul, Shailendra Kaushik, Taeyoung Han, Rajan Chakravarty:
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks. - Abheek Chatterjee, Cade Helbig, Richard J. Malak, Astrid Layton:
A Comparison of Graph-Theoretic Approaches for Resilient System of Systems Design. - Nicole B. Damen, Christine A. Toh:
Reflections on Designing in the Wild: How Theories of Design Information Manifest in Practice. - Tingli Xie, Xufeng Huang, Seung-Kyum Choi:
Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect. - Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal:
A Bayesian Hierarchical Model for Extracting Individuals' Theory-Based Causal Knowledge. - Shantanu Vyas, Ting-Ju Chen, Jay Woodward, Vinayak R. Krishnamurthy:
Reflect-Express-Transform: Investigating Speech-Based Iterative Digital Design for Young Designers. - Aman Kukreja, S. S. Pande:
An Efficient Iso-Scallop Toolpath Planning Strategy Using Voxel-Based Computer Aided Design Model.
Volume 23, Number 4, August 2023
- Akash Agrawal, Christopher McComb:
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models. - Juan Diego Toscano, Christian Zuniga-Navarrete, Wilson David Jo Siu, Luis Javier Segura, Hongyue Sun:
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN. - Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar:
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers. - Shuai Mo, Changpeng Zhou, Xu Li, Zhenning Yang, Guojian Cen, Yunsheng Huang:
Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control. - Chun Shen, Rui Wang, Shuming Gao, Haiyan Wu:
Cost-Minimizing Hexahedral Mesh Refinement by Sheet Inflation. - Shadman Tahmid, Brittany M. Love, Ziyang Liang, James Yang:
Cervical Spine Finite Element Models for Healthy Subjects: Development and Validation. - Vedant Sharma, Deepak Sharma, Ashish Anand:
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis. - Chuanhui Hu, Yan Jin:
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments. - Hao Chen, Zhenguo Nie, Qingfeng Xu, Jianghua Fei, Kang Yang, Yaguan Li, Hongbin Lin, Wenhui Fan, Xin-Jun Liu:
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism. - Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue:
Partitioned Active Learning for Heterogeneous Systems. - Deep Singh, N. Arunachalam:
A Novel Iterative Field Search Approach to Minimum Zone Circle for Roundness Error Estimation. - Jinwen Zhang, Congbo Li, Yongsheng Li, Ningbo Wang, Wei Li:
A Minimum-Control-Trajectory-Deviation Time Grid Reconstruction Strategy for Co-Design Approach. - Rabia Sirhindi, Nazar Khan:
Clustering-Based Detection of Debye-Scherrer Rings. - Zhengyuan Feng, Xiaoliang Hu, Zengguo Tian, Baozhu Jiang, Hongshuai Zhang, Wanli Zhang:
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace. - Dingzhi Zhang, Felix Pancheri, Christoph Rehekampff, Yilun Sun, Tim C. Lueth:
Automated Digitization of Three-Dimensional Structures Using AprilTag and Solid Geometry-Library in matlab.
Volume 23, Number 5, October 2023
- Yifan Liu, Jiazhi Cai, Haiyuan Li, Qingbin Gao:
Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism. - Long Liu, Bing Yi, Daping Li:
A Physics-Driven Method for Determining Wheel - Rail Contact Area With Gradient-Based Optimization. - Jicmat Ali Tribaldos, Chiradeep Sen:
An Evolutionary Approach of Grasp Synthesis for Sheet Metal Parts With Multitype Grippers. - Gregor Hoepfner, Imke Nachmann, Thilo Zerwas, Joerg K. Berroth, Jens Kohl, Christian Guist, Bernhard Rumpe, Georg Jacobs:
Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems. - Diogo Toyoda, Kristina Wärmefjord, Rikard Söderberg:
Challenges in Geometry Assurance for Composites Manufacturing. - Hazem Ashor Amran Abolholl, Tom-Robin Teschner, Irene Moulitsas:
Surface Line Integral Convolution-Based Vortex Detection Using Computer Vision. - Zhichao Wang, David Rosen:
Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions. - Amirhossein Khezri, Lazhar Homri, Alain Etienne, Jean-Yves Dantan:
Hybrid Cost-Tolerance Allocation and Production Strategy Selection for Complex Mechanisms: Simulation and Surrogate Built-In Optimization Models. - Seyyed Shaho Alaviani, Atul G. Kelkar:
Parallel Alternating Direction Primal-Dual (PADPD) Algorithm for Multi-Block Centralized Optimization. - Kimia Zandbiglari, Farhad Ameri, Mohammad Javadi:
A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods. - Daobo Zhang, J. M. Rodriguez, Xialong Ye, Ralf Müller:
A Particle Finite Element Method for Additive Manufacturing Simulations. - Bingkun Yuan, Junnan Ye, Xinying Wu, Chaoxiang Yang:
Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds. - Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar:
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models. - Yi Sun, Liping Xie, Chihua Lu, Zhien Liu, Wan Chen, Xiaolong Li:
Impedance Sensitivity Analysis Based on Discontinuous Isogeometric Boundary Element Method in Automotive Acoustics. - Weiguang Fang, Hao Zhang, Weiwei Qian, Yu Guo, Shaoxun Li, Zeqing Liu, Chenning Liu, Dongpao Hong:
An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment. - Liuqing Chen, Lingyun Sun, Ji Han:
A Comparison Study of Human and Machine-Generated Creativity.
Volume 23, Number 6, December 2023
- William Z. Bernstein, Andrew Bowman, Ryan Durscher, Andrew Gillman, Sean Donegan:
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing. - Imre Horváth:
Framing Supradisciplinary Research for Intellectualized Cyber-Physical Systems: An Unfinished Story. - Kristina Wärmefjord, Josefin Hansen, Rikard Söderberg:
Challenges in Geometry Assurance of Megacasting in the Automotive Industry. - Atul Thakur, Swagatika Sahoo, Arnab Mukherjee, Raju Halder:
Making Robotic Swarms Trustful: A Blockchain-Based Perspective. - Christian Moya, Guang Lin:
Bayesian, Multifidelity Operator Learning for Complex Engineering Systems-A Position Paper. - Xin Guo, Zechuan Huang, Ying Liu, Wu Zhao, Zeyuan Yu:
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design. - Monica Bordegoni, Francesco Ferrise:
Exploring the Intersection of Metaverse, Digital Twins, and Artificial Intelligence in Training and Maintenance. - Bin He, Xin Yuan, Shusheng Qian, Bi Li:
Carbon Neutrality: A Review. - David W. Rosen, Christina Youngmi Choi:
Research Issues in the Generative Design of Cyber-Physical-Human Systems. - Douglas L. Van Bossuyt, Britta Hale, Ryan M. Arlitt, Nikolaos Papakonstantinou:
Zero-Trust for the System Design Lifecycle. - Phong C. H. Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen Baek:
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling. - Janet K. Allen, Anand Balu Nellippallil, Zhenjun Ming, Jelena Milisavljevic-Syed, Farrokh Mistree:
Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities. - Karim A. ElSayed, Adam Dachowicz, Mikhail J. Atallah, Jitesh H. Panchal:
Information Embedding for Secure Manufacturing: Challenges and Research Opportunities. - Anurag Purwar, Nilanjan Chakraborty:
Deep Learning-Driven Design of Robot Mechanisms. - Bin He, Hangyu Mao:
Digital Twin-Driven Product Sustainable Design for Low Carbon Footprint. - Rishi K. Malhan, Satyandra K. Gupta:
The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities.
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