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Mohammed Shafae
Assistant Professor, Systems and Industrial Engineering | Member of the Graduate Faculty
Systems and Industrial Engr
Map Page
Research Area
manufacturing,
additive manufacturing,
cybersecurity,
machine learning,
quality control,
data analysis,
smart manufacturing,
computer vision,
process monitoring,
cyber-physical attacks
Grants
(3)
Travel Support for 2024 Institute of Industrial and Systems Engineers (IISE) Annual Conference and Expo; Montreal, Canada; 18-21 May 2024
Active
·
2024
·
$30K
·
External
Principal Investigator (PI)
conference travel,
industrial engineering,
systems engineering,
expo participation,
montreal
Water Resiliency and Self-Sufficiency in the Arid Southwest
Active
·
2023
·
$200K / $4M
·
External
Co-Investigator (COI)
water management,
resilient infrastructure,
sustainability,
climate adaptation,
arid land agriculture
Predicting and Classifying Microstructural and Process Defects in Nickel-Based Superalloys Produced by Laser Powder Bed Fusion Using Process Monitoring and Machine Learning
Active
·
2021
·
$373K / $745.9K
·
External
Co-Investigator (COI)
machine learning,
materials science,
process monitoring,
additive manufacturing,
defect classification
Publications
(25)
Recent
Additive manufacturing of hydrogel-based lunar regolith pastes: A pathway toward in-situ resource utilization and in-space manufacturing
2024
additive manufacturing,
hydrogel materials,
lunar regolith,
in-situ resource utilization,
space manufacturing
Machine Learning-based Layer-wise Detection of Overheating Anomaly in LPBF using Photodiode Data
2024
machine learning,
anomaly detection,
layer-wise detection,
lpbf,
photodiode data
Machine Tool Interoperability in Smart Manufacturing and Industry 4.0: A Case Study
2024
smart manufacturing,
machine tool,
interoperability,
industry 4.0
Correlating Alloy Inconel 718 Solidification Microstructure to Local Thermal History Using Laser Powder Bed Fusion Process Monitoring
2023
alloy solidification,
laser monitoring,
inconel 718,
microstructure,
thermal history
Taxonomy-Driven Cyberattack Graphical Models for Cybersecurity Risk Modeling and Assessment in Smart Manufacturing Systems
2023
cybersecurity,
smart manufacturing,
risk modeling,
taxonomy-driven,
graphical models
Review, Meta-Taxonomy, and Use Cases of Cyberattack Taxonomies of Manufacturing Cybersecurity Threat Attributes and Countermeasures
2023
cybersecurity,
manufacturing,
threat taxonomies,
meta-taxonomy,
use cases
Taxonomy-Driven Graph-Theoretic Framework for Manufacturing Cybersecurity Risk Modeling and Assessment
2023
cybersecurity,
manufacturing,
risk modeling,
graph-theoretic,
taxonomy
Process Defects Knowledge Modeling in Laser Powder Bed Fusion Additive Manufacturing: An Ontological Framework
2023
additive manufacturing,
knowledge modeling,
laser powder bed fusion,
defects,
ontological framework
Taxonomy for Cybersecurity Threat Attributes and Countermeasures in Smart Manufacturing Systems
2023
cybersecurity,
smart manufacturing,
taxonomy,
threat attributes,
countermeasures
Manufacturing cybersecurity threat attributes and countermeasures: Review, meta-taxonomy, and use cases of cyberattack taxonomies
2023
cybersecurity,
manufacturing,
threat attributes,
countermeasures,
meta-taxonomy
Collaborations
(22)
Rongguang Liang
Mutual work: 1 Proposal
Collaboration Details
Robert Norwood
Mutual work: 1 Proposal
Collaboration Details
Michael Chertkov
Mutual work: 1 Proposal
Collaboration Details
Krishna Muralidharan
Mutual work: 4 Proposals﹒1 Publication
Collaboration Details
Moe Momayez
Mutual work: 1 Proposal
Collaboration Details
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Courses
(1)
Engineering Management I
Techs/Patents
(2)
Method of Determining the Microstructure of Additively Manufactured Metallic Materials using In-Situ Process Monitoring Data
2023
·
Technology
Sensor Signal Prediction at Unreported Frequencies
2020
·
Technology
20+ Collaborators
$603K / $4.8M Funding
20+ Publications
