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Journal Articles

Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021012.

Paper No: JCISE-24-1172

https://doi.org/10.1115/1.4067388

Published Online: January 16, 2025

... solution [ 12 , 28 , 29 ]. Zhu et al. theorized how artificial intelligence and LLMs might be leveraged to support data-driven user studies for empathic design, and later expanded their work to investigate the use of LLMs for inferring product users” goals and “fundamental psychological needs’” [ 30 , 31...

View Article titled, Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation

Topics: Design, Large language models

Journal Articles

MODAL-DRN-BL: A framework for modal analysis based on dilated residual broad learning networks

Peijian Zeng, Nankai Lin, Shun Li, Liheng Hou, Jianghao Lin, Aimin Yang

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1127

https://doi.org/10.1115/1.4067681

Published Online: January 16, 2025

...: lishun1693@163.com Email: 89416880@qq.com Email: lin_hao@foxmail.com Email: amyang18@163.com Artificial Intelligence Computer Aided Engineering Multiphysics Modeling and Simulation Physics-Based Simulations Qualification, Verification and Validation of Computational Models Accepted...

View Article titled, MODAL-DRN-BL: A framework for modal analysis based on dilated residual broad learning networks

Topics: Modal analysis, Finite element methods, Simulation, Vibration, Artificial intelligence, Computer simulation, Computer-aided engineering, Construction, Dynamic models, Eigenvalues

Journal Articles

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Yunqing Li, Hyunwoong Ko, Farhad Ameri

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021010.

Paper No: JCISE-24-1217

https://doi.org/10.1115/1.4067389

Published Online: January 10, 2025

..., biomanufacturing, and medical equipment and technology, can expose supply chains to disruptions, shortages, and production bottlenecks. National Science Foundation 10.13039/100000001 2333801 artificial intelligence big data and analytics cybermanufacturing data-driven engineering...

View Article titled, Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Topics: Construction, Large language models, Manufacturing, Ontologies, Retrieval-augmented generation, Supply chains

Journal Articles

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Haoyang Xie, Dylan Hoskins, Kyle Rowe, Feng Ju

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021011.

Paper No: JCISE-24-1235

https://doi.org/10.1115/1.4067469

Published Online: January 10, 2025

... manufacturing. In recent years, with the rise of smart manufacturing and the Industry 4.0 paradigm, LFAM has been increasingly incorporating intelligent and automated technologies. Machine learning and artificial intelligence are now being utilized to refine the printing process and enhance the efficiency...

View Article titled, Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Topics: Additive manufacturing, Optimization, Printing, Temperature, Temperature profiles, Design

Journal Articles

Deep Reinforcement Learning based Localization and Tracking of Intruder Drone

Shivam Kainth, Shashi Shekhar Jha

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1071

https://doi.org/10.1115/1.4067601

Published Online: January 9, 2025

...: shivam.20csz0006@iitrpr.ac.in Email: shashi@iitrpr.ac.in 04 02 2024 27 12 2024 01 01 2025 09 01 2025 Artificial Intelligence Physics-Based Simulations Journal of Computing and Information Science in Engineering. Received February 04, 2024; Accepted manuscript posted...

View Article titled, Deep Reinforcement Learning based Localization and Tracking of Intruder Drone

Topics: Deep reinforcement learning, Unmanned aerial vehicles, Control equipment, Flight, Security, Artificial intelligence, Computer vision, Design, Engineering simulation, Field of view

Journal Articles

Data-driven Digital Twins for Real-Time Machine Monitoring: A Case Study on a Rotating Machine

Suryapavan Cheruku, Suryanarayan Balaji, Adolfo Delgado, Vinayak Krishnamurthy

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1090

https://doi.org/10.1115/1.4067600

Published Online: January 9, 2025

...@tamu.edu Email: reachsurya21@gmail.com Email: adelgado@tamu.edu Email: vinayak@tamu.edu 19 02 2024 27 12 2024 01 01 2025 09 01 2025 Artificial Intelligence Cyber Physical System Design and Operation Industrial Internet of Things Virtual and Augmented Reality...

View Article titled, Data-driven Digital Twins for Real-Time Machine Monitoring: A Case Study on a Rotating Machine

Topics: Augmented reality, Digital twin, Machinery, Sensors, Artificial intelligence, Concretes, Cyber-physical systems, Design, Engineering simulation, Internet of things

Journal Articles

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 024501.

Paper No: JCISE-24-1137

https://doi.org/10.1115/1.4067332

Published Online: December 23, 2024

... 2024 02 12 2024 23 12 2024 Email: daniele.grandi@autodesk.com Email: kevinma1515@berkeley.edu 1 Corresponding author. Email: kosa@berkeley.edu Email: ccm@cmu.edu large language models concept design generation artificial intelligence knowledge engineering...

View Article titled, Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

Topics: Crowdsourcing, Design, Large language models

Journal Articles

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021009.

Paper No: JCISE-24-1230

https://doi.org/10.1115/1.4067333

Published Online: December 23, 2024

...) artificial intelligence data-driven engineering machine learning for engineering applications References [1] OpenAI, GPT-4V(ision) System Card, 2023, https://cdn.openai.com/papers/GPTV_System_Card.pdf . [2] Vaswani , A. , Shazeer , N. , Parmar , N...

View Article titled, DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Topics: Computer-aided design, Design, Dimensions, Engineering design, Large language models, Retrieval-augmented generation, Vehicles, Engineers, Engineering drawings, Engineering drawing and drafting

Journal Articles

Optimizing Robotic Manipulation with Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning

Yujian Dong, Tianyu Wu, Chaoyang Song

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1245

https://doi.org/10.1115/1.4067524

Published Online: December 23, 2024

...: songcy@ieee.org Artificial Intelligence Computational Foundations for Engineering Optimization Data-Driven engineering Engineering Informatics Machine Learning for Engineering Applications Multiphysics Modeling and Simulation Accepted Manuscript Not Copyedited Journal of Computing...

View Article titled, Optimizing Robotic Manipulation with Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning

Topics: Lifelong learning, Machine learning, Modeling, Robotics

Journal Articles

Understanding the Impact of Applying Large Language Model in Engineering Design Education

Chonghui Zhang, Yaoyao Fiona Zhao, Randous El Haddad

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021008.

Paper No: JCISE-24-1218

https://doi.org/10.1115/1.4067318

Published Online: December 19, 2024

..., focusing on concept generation and detailed modeling. By comparing outcomes from artificial intelligence (AI)-assisted groups to those without AI assistance, our research reveals that AI significantly broadens concept generation diversity but also introduces bias for existing popular designs. Additionally...

View Article titled, Understanding the Impact of Applying Large Language Model in Engineering Design Education

Topics: Chatgpt, Computer-aided design, Design, Modeling, Students, Feedback, Education, Large language models

Journal Articles

Manufacturing Feature Recognition with a Sparse Voxel-based Convolutional Neural Network

Farzad Vatandoust, Xiaoliang Yan, David Rosen, Shreyes Melkote

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1348

https://doi.org/10.1115/1.4067334

Published Online: December 6, 2024

...: vatandoustf@gmail.com Email: mike.yan@gatech.edu Email: david.rosen@me.gatech.edu Email: shreyes.melkote@me.gatech.edu 13 07 2024 27 11 2024 02 12 2024 06 12 2024 Artificial Intelligence Cybermanufacturing Manufacturing Automation National Science...

View Article titled, Manufacturing Feature Recognition with a Sparse Voxel-based Convolutional Neural Network

Topics: Convolutional neural networks, Manufacturing, Voxel, Artificial neural networks, Octrees, Resolution (Optics), Production planning, Artificial intelligence, Computer-aided design, Computer-aided engineering

Journal Articles

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1419

https://doi.org/10.1115/1.4067270

Published Online: November 26, 2024

... bJy. CAoSmMpEut. Inf. Sci. Eng. Table 1 Table Caption List Comparative MAPE Performance of Sequence Modeling Techniques in Tire Health Prediction Accepted Manuscript Not Copyedited 24 Advanced Computing Infrastructure Artificial Intelligence Big Data and Analytics Data-Driven engineering...

View Article titled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Topics: Digital twin, Machine learning, Maintenance, Tires

Journal Articles

Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model

Kiarash Naghavi Khanghah, Zihan Wang, Hongyi Xu

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021003.

Paper No: JCISE-24-1176

https://doi.org/10.1115/1.4066095

Published Online: November 15, 2024

...: hongyi.3.xu@uconn.edu porous metamaterial graph representation graph neural network large language model variational graph autoencoder artificial intelligence References [1] Zheng , X. , Lee , H. , Weisgraber , T. H. , Shusteff , M. , DeOtte , J...

View Article titled, Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model

Topics: Large language models, Metamaterials

Journal Articles

Evaluating Large Language Models for Material Selection

Daniele Grandi, Yash Patawari Jain, Allin Groom, Brandon Cramer, Christopher McComb

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021004.

Paper No: JCISE-24-1207

https://doi.org/10.1115/1.4066730

Published Online: November 14, 2024

.... , and Gregoire , J. M. , 2019 , “ Artificial Intelligence for Materials Discovery ,” MRS Bull. , 44 ( 7 ), pp. 538 – 544 . 10.1557/mrs.2019.158 [26] Merchant , A. , Batzner , S. , Schoenholz , S. S. , Aykol , M. , Cheon , G. , and Cubuk , E. D. , 2023 , “ Scaling Deep...

View Article titled, Evaluating Large Language Models for Material Selection

Topics: Design, Large language models, Temperature, Chain

Journal Articles

Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

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

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1293

https://doi.org/10.1115/1.4067157

Published Online: November 14, 2024

...: sibotian@tamu.edu Email: xliang@tamu.edu Email: mhzheng@tamu.edu Email: sarabehdad@ufl.edu 01 06 2024 01 11 2024 04 11 2024 14 11 2024 Artificial Intelligence Machine Learning for Engineering Applications National Science Foundation 10.13039/100000001...

View Article titled, Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

Topics: Robots, Trajectories (Physics), Support vector machines, Artificial intelligence, Engineering systems and industry applications, Feature extraction, Human-robot collaboration, Machine learning, Manufacturing, Robot motion

Journal Articles

Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study

Nuria Nievas, Leonardo Espinosa-Leal, Adela Pagès-Bernaus, Albert Abio, Lluís Echeverria, Francesc Bonada

Publisher: ASME

J. Comput. Inf. Sci. Eng. January 2025, 25(1): 011004.

Paper No: JCISE-24-1087

https://doi.org/10.1115/1.4066999

Published Online: November 12, 2024

...@arcada.fi Email: adela.pages@udl.cat Email: albert.abio@eurecat.org Email: lluis.echeverria@eurecat.org artificial intelligence machine learning for engineering applications manufacturing automation References [1] Jiang , Y. , Yin , S. , Dong , J...

View Article titled, Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study

Topics: Algorithms, Cycles, Hardening, Manufacturing, Reinforcement learning, Temperature, Data collection, Adaptive control, Uncertainty

Journal Articles

Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization

Arpan Biswas, Mani Valleti, Rama Vasudevan, Maxim Ziatdinov, Sergei V. Kalinin

Publisher: ASME

J. Comput. Inf. Sci. Eng. December 2024, 24(12): 121005.

Paper No: JCISE-24-1186

https://doi.org/10.1115/1.4066856

Published Online: November 5, 2024

... exploration multifidelity Bayesian optimization structured Gaussian process Ising model artificial intelligence data-driven engineering human computer interfaces/interactions machine learning for engineering applications physics-based simulations U.S. Department of Energy 10.13039/100000015...

View Article titled, Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization

Topics: Ising model, Optimization, Physics, Simulation, Workflow, Space

Includes: Supplementary data

Journal Articles

Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation

Naveed Ahmad Khan, Shahid Hussain, Wayne Spratford, Roland Goecke, Ketan Kotecha, Prashant K. Jamwal

Publisher: ASME

J. Comput. Inf. Sci. Eng. January 2025, 25(1): 011001.

Paper No: JCISE-24-1349

https://doi.org/10.1115/1.4066859

Published Online: November 5, 2024

...Naveed Ahmad Khan; Shahid Hussain; Wayne Spratford; Roland Goecke; Ketan Kotecha; Prashant K. Jamwal Recent advances in robotics and artificial intelligence have highlighted the potential for the integration of computational intelligence in enhancing the functionality and adaptability of robotic...

View Article titled, Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation

Topics: Deep learning, Genetic algorithms, Linkages, Trajectories (Physics), Robots, Errors, Optimization, Algorithms, Feedforward neural networks

Journal Articles

A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing

Atharv P. Deshmankar, Jagat Sesh Challa, Amit R. Singh, Srinivasa Prakash Regalla

Publisher: ASME

J. Comput. Inf. Sci. Eng. December 2024, 24(12): 120801.

Paper No: JCISE-24-1227

https://doi.org/10.1115/1.4066575

Published Online: October 14, 2024

...: amit.singh@pilani.bits-pilani.ac.in Email: regalla@hyderabad.bits-pilani.ac.in additive manufacturing machine learning mechanical properties microstructure artificial intelligence computational foundations for additive manufacturing data-driven engineering machine learning for engineering...

View Article titled, A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing

Topics: Additive manufacturing, Machine learning, Mechanical properties

Journal Articles

Data Privacy Preserving for Centralized Robotic Fault Diagnosis With Modified Dataset Distillation

Tao Wang, Yu Huang, Ying Liu, Chong Chen

Publisher: ASME

J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101005.

Paper No: JCISE-23-1601

https://doi.org/10.1115/1.4066096

Published Online: August 21, 2024

...: chenc2021@gdut.edu.cn 20 12 2023 16 07 2024 27 07 2024 21 08 2024 Graphical Abstract Figure data privacy dataset distillation fault diagnosis industrial robot artificial intelligence big data analytics National Natural Science Foundation of China...

View Article titled, Data Privacy Preserving for Centralized Robotic Fault Diagnosis With Modified Dataset Distillation

Topics: Algorithms, Convolutional neural networks, Data privacy, Fault diagnosis, Robotics, Robots, Warehouses

Journal citation

NARROW

Supplemental Material

Manuscript

Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation

MODAL-DRN-BL: A framework for modal analysis based on dilated residual broad learning networks

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Deep Reinforcement Learning based Localization and Tracking of Intruder Drone

Data-driven Digital Twins for Real-Time Machine Monitoring: A Case Study on a Rotating Machine

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Optimizing Robotic Manipulation with Decision-RWKV: A Recurrent Sequence Modeling Approach for Lifelong Learning

Understanding the Impact of Applying Large Language Model in Engineering Design Education

Manufacturing Feature Recognition with a Sparse Voxel-based Convolutional Neural Network

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model

Evaluating Large Language Models for Material Selection

Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study

Toward Accelerating Discovery via Physics-Driven and Interactive Multifidelity Bayesian Optimization

Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation

A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing

Data Privacy Preserving for Centralized Robotic Fault Diagnosis With Modified Dataset Distillation

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