Jiarui Xie

Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing

Jiarui Xie, Mutahar Safdar, A. Mircéa, Bi Cheng Zhao, …, Yaoyao Fiona Zhao

Engineering Applications of Artificial IntelligenceOPEN ACCESS

Redundancy Analysis and Mitigation for Machine Learning-Based Process Monitoring of Additive Manufacturing

Jiarui Xie, Yaoyao Fiona Zhao

A multi-source melt pool compilation for vision-based analytics applications in additive manufacturing

William Jabbour, Mutahar Safdar, Jiarui Xie, Yaoyao Fiona Zhao

Scientific DataOPEN ACCESS

Redundancy Analysis and Mitigation for Machine Learning-Based Process Monitoring of Additive Manufacturing

Jiarui Xie, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

Human–Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Literature Using Large Language Models

Mutahar Safdar, Jiarui Xie, A. Mircéa, Yaoyao Fiona Zhao

Journal of Computing and Information Science in Engineering

Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing

Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao

Additive manufacturing

Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability

Jiarui Xie, Zhuo Yang, Che‐Yuan Hu, Haw‐Ching Yang, …, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability

Jiarui Xie, Zhuo Yang, Che‐Yuan Hu, Haw‐Ching Yang, …, Yaoyao Fiona Zhao

An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin

Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, …, Yaoyao Fiona Zhao

Towards Reproducible Machine Learning-Based Process Monitoring and Quality Prediction Research for Additive Manufacturing

Jiarui Xie, Mutahar Safdar, Andrei Romascanu, Yan Lu, …, Yaoyao Fiona Zhao

Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Research Using Large Language Models

Mutahar Safdar, Jiarui Xie, A. Mircéa, Yaoyao Fiona Zhao

Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models

Mutahar Safdar, Jiarui Xie, A. Mircéa, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing

Jiarui Xie, Mutahar Safdar, A. Mircéa, Zhao, Bi Cheng, …, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

On the Data Quality and Imbalance in Machine Learning-based Design and Manufacturing—A Systematic Review

Jiarui Xie, Lijun Sun, Yaoyao Fiona Zhao

EngineeringOPEN ACCESS

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, …, Yaoyao Fiona Zhao

Journal of Computing and Information Science in Engineering

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning

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

Journal of Computing and Information Science in Engineering

Audio-Visual Cross-Modality Knowledge Transfer for Machine Learning-Based In-Situ Monitoring in Laser Additive Manufacturing

Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao

SSRN Electronic JournalOPEN ACCESS

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, …, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

Fairness- and uncertainty-aware data generation for data-driven design

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

arXiv (Cornell University)OPEN ACCESS

A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling

Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Yaoyao Fiona Zhao

International Journal of Production Research

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

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

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, …, Yaoyao Fiona Zhao

OPEN ACCESS

A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials

Chonghui Zhang, Jiarui Xie, Ali Shanian, Mitch Kibsey, Yaoyao Fiona Zhao

Engineering Applications of Artificial Intelligence

Feature selection and feature learning in machine learning applications for gas turbines: A review

Jiarui Xie, Manuel Sage, Yaoyao Fiona Zhao

Engineering Applications of Artificial IntelligenceOPEN ACCESS

A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management

Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, …, Yaoyao Fiona Zhao

Journal of Intelligent ManufacturingOPEN ACCESS

Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis

Jiarui Xie, Katherine G. Schmidt, Nausica Budeanu, Vincent Letendre, Yaoyao Fiona Zhao