Mutahar Safdar

Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, …, Yaoyao Fiona Zhao

Advanced Engineering InformaticsOPEN ACCESS

Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers

Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, …, Yaoyao Fiona Zhao

Materials CharacterizationOPEN ACCESS

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

Linking heterogeneous microstructure informatics with expert characterization knowledge through customized and hybrid vision-language representations for industrial qualification

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, …, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN ACCESS

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

Detecting the extent of co-existing anomalies in additively manufactured metal matrix composites through explainable selection and fusion of multi-camera deep learning features

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, …, Yaoyao Fiona Zhao

Virtual and Physical PrototypingOPEN 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

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

Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool

Mutahar Safdar, Yi Fan Li, Randy El Haddad, Max Zimmermann, …, Yaoyao Fiona Zhao

Expert Systems with Applications

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

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

Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing

Mutahar Safdar, Padma Polash Paul, Guy Lamouche, Gentry Wood, …, Yaoyao Fiona Zhao

Computers in Industry

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

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

Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams

Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, …, Yaoyao Fiona Zhao

arXiv (Cornell University)OPEN 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

OPEN ACCESS

Analyzing Additive Manufacturing Feature Spaces

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Feature Engineering in Additive Manufacturing

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Summary

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Challenges and Opportunities in Additive Manufacturing Data Preparation

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Introduction

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Applications in Data-Driven Additive Manufacturing

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technology

Engineering of Additive Manufacturing Features for Data-Driven Solutions

Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao

SpringerBriefs in applied sciences and technologyOPEN ACCESS

Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams

Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, …, Yaoyao Fiona Zhao

IFAC-PapersOnLineOPEN 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