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Advisor
Lados, Diana A.
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Year
2022
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1.
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Keyword:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
2.
Design and Qualification of Wrought and Additively Manufactured 4340 Steels for Fatigue-Critical and Damage-Tolerant Applications
Keyword:
4340 Structural Steels
,
Flaw-Sensitive Fatigue Design
,
Fatigue, Ultrasonic Fatigue, Fatigue Crack Growth
,
Additive Manufacturing
,
Extreme Value Statistics
, and
Defect Quantification
Creator:
Ryder, Matthew
Advisor:
Lados, Diana A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
3.
Design of Cold Spray Aluminum Alloys for Structural Components, Coatings, and Repairs: Fatigue Mechanisms, Novel Interfacial Evaluations, and Methods for Material/Part Qualification
Keyword:
Fatigue and Ultrasonic Fatigue
,
Interfacial Strength
,
Microstructure and Fractography
,
Coatings and Repair
,
Fatigue Crack Growth
, and
Cold Spray
Creator:
Sample, Christopher
Advisor:
Lados, Diana A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
4.
Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques
Keyword:
Mask R-CNN
,
deep learning
,
defect detection
,
additive manufacturing
,
detectron2
, and
defect classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
5.
Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques
Keyword:
defect detection
,
additive manufacturing
,
classification
,
deep learning
, and
Mask R-CNN
Creator:
Broderick, Collin
Advisor:
Neamtu, Rodica
and
Lados, Diana A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-02
Resource Type:
Major Qualifying Project
6.
Advancement of 3D Printed Aluminum Alloys for the Aerospace Industry Using Machine Learning
Keyword:
Laser Powder Bed Fusion
,
Machine Learning
,
Convolutional Neural Network
,
Al-10Si-Mg
, and
Additive Manufacturing
Creator:
Bowles, Patrick
,
Desmonts, Braeden
,
Carlo, Charles
, and
Cervone, Gabriella
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
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