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Journal Articles

Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding

Accepted Manuscript
Mengyuan Shen, Bohan Feng, Aoxiang Cheng, Youyi Bi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1461
https://doi.org/10.1115/1.4067226
Published Online: November 22, 2024
View Article titled, Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding
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Topics: Design, Image segmentation, Data-driven design, Hydrogen evolution reaction, Network analysis, Vehicles
Journal Articles

LARGE LANGUAGE MODELS FOR PREDICTING EMPATHIC ACCURACY BETWEEN A DESIGNER AND A USER

Accepted Manuscript
Oluwatoba Fabunmi, Saman K. Halgamuge, Daniel Beck, Katja Holtta-Otto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1451
https://doi.org/10.1115/1.4067227
Published Online: November 21, 2024
View Article titled, LARGE LANGUAGE MODELS FOR PREDICTING EMPATHIC ACCURACY BETWEEN A DESIGNER AND A USER
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Topics: Large language models, Design, Data-driven design, Design theory, Errors, Semantics, User-centered design
Journal Articles

Bi-Level Inter-Turn Short Circuit Fault Monitoring for Wind Turbine Generators with Benchmark Dataset Development

Accepted Manuscript
Jingyi Yan, Soroush Senemmar, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1438
https://doi.org/10.1115/1.4067056
Published Online: November 1, 2024
View Article titled, Bi-Level Inter-Turn Short Circuit Fault Monitoring for Wind Turbine Generators with Benchmark Dataset Development
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Topics: Circuits, Generators, Wind turbines, Convolutional neural networks, Condition monitoring, Algorithms, Artificial intelligence, Data-driven design, Design, Machinery
Journal Articles

Analysis of Brand Effects in Data-Driven Design Based on Online Reviews

Seyoung Park, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121704.
Paper No: MD-23-1262
https://doi.org/10.1115/1.4063288
Published Online: October 6, 2023
View Article titled, Analysis of Brand Effects in Data-Driven Design Based on Online Reviews
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Topics: Data-driven design
Journal Articles

DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation

Chenxi Yuan, Tucker Marion, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041407.
Paper No: MD-22-1446
https://doi.org/10.1115/1.4056500
Published Online: January 10, 2023
View Article titled, DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation
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Topics: Data-driven design, Design, Generative design, Generators
Journal Articles

Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors

Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021703.
Paper No: MD-21-1235
https://doi.org/10.1115/1.4052221
Published Online: September 15, 2021
View Article titled, Scalable Gaussian Processes for Data-Driven Design Using Big Data With Categorical Factors
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Topics: Data-driven design, Design, Machine learning, Metamaterials, Modeling, Optimization