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Mojtaba Khanzadeh
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Porosity prediction: Supervised-learning of thermal history for direct laser deposition
M Khanzadeh, S Chowdhury, M Marufuzzaman, MA Tschopp, L Bian
Journal of manufacturing systems 47, 69-82, 2018
2762018
In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes
M Khanzadeh, S Chowdhury, MA Tschopp, HR Doude, M Marufuzzaman, ...
IISE Transactions 51 (5), 437-455, 2019
2452019
Botnet detection using graph-based feature clustering
S Chowdhury, M Khanzadeh, R Akula, F Zhang, S Zhang, H Medal, ...
Journal of Big Data 4, 1-23, 2017
1662017
Quantifying geometric accuracy with unsupervised machine learning: Using self-organizing map on fused filament fabrication additive manufacturing parts
M Khanzadeh, P Rao, R Jafari-Marandi, BK Smith, MA Tschopp, L Bian
Journal of Manufacturing Science and Engineering 140 (3), 031011, 2018
1532018
Dual process monitoring of metal-based additive manufacturing using tensor decomposition of thermal image streams
M Khanzadeh, W Tian, A Yadollahi, HR Doude, MA Tschopp, L Bian
Additive Manufacturing 23, 443-456, 2018
1312018
From in-situ monitoring toward high-throughput process control: cost-driven decision-making framework for laser-based additive manufacturing
R Jafari-Marandi, M Khanzadeh, W Tian, B Smith, L Bian
Journal of Manufacturing Systems 51, 29-41, 2019
982019
Porosity detection of laser based additive manufacturing using melt pool morphology clustering
M Khanzadeh, L Bian, N Shamsaei, SM Thompson
Annual International Solid Freeform Fabrication Symposium (SFF), 8-10, 2016
382016
A methodology for predicting porosity from thermal imaging of melt pools in additive manufacturing thin wall sections
M Khanzadeh, S Chowdhury, L Bian, MA Tschopp
International Manufacturing Science and Engineering Conference 50732 …, 2017
342017
Self-organizing and error driven (SOED) artificial neural network for smarter classifications
R Jafari-Marandi, M Khanzadeh, BK Smith, L Bian
Journal of Computational Design and Engineering 4 (4), 282-304, 2017
252017
Automated anomaly detection of laser-based additive manufacturing using melt pool sparse representation and unsupervised learning
X Zhao, A Imandoust, M Khanzadeh, F Imani, L Bian
University of Texas at Austin, 2021
152021
Brain-inspired computing for in-process melt pool characterization in additive manufacturing
R Chen, M Sodhi, M Imani, M Khanzadeh, A Yadollahi, F Imani
CIRP Journal of Manufacturing Science and Technology 41, 380-390, 2023
112023
Profiling and optimizing the geometric accuracy of additively manufactured components via self-organizing map
M Khanzadeh, R Jafari Marandi, MS Tootooni, L Bian, B Smith, P Rao
University of Texas at Austin, 2016
82016
Heterogeneous quality characterization and modeling of thin wall structure in additive manufacturing
R Chen, EW Reutzel, M Khanzadeh, F Imani
Additive Manufacturing Letters 3, 100042, 2022
62022
Fast prediction of thermal data stream for direct laser deposition processes using network-based tensor regression
M Khanzadeh, M Dantin, W Tian, MW Priddy, H Doude, L Bian
Journal of Manufacturing Science and Engineering 144 (4), 041004, 2022
62022
Image-guided multi-response modeling and characterization of design defects in metal additive manufacturing
F Imani, M Khanzadeh
ASME International Mechanical Engineering Congress and Exposition 85567 …, 2021
62021
Anomaly Detection of Laser-Based Metal Additive Manufacturing Using Neural-Variational Auto-Encoder
S Rescsanski, A Yadollahi, M Khanzadeh, F Imani
International Manufacturing Science and Engineering Conference 87233 …, 2023
2023
Fast Prediction of Thermal History for Direct Laser Deposition Processes Using Network-based Tensor Regression
M Khanzadeh, W Tian, L Bian
IIE Annual Conference. Proceedings, 1012-1017, 2019
2019
Advanced data analytic methodology for quality improvement in additive manufacturing
M Khanzadehdaghalian
Mississippi State University, 2019
2019
Data-driven calibration for infrared camera in additive manufacturing
J Francis, M Khanzadeh, H Doude, V Hammond, L Bian
International Journal of Rapid Manufacturing 8 (4), 302-325, 2019
2019
Reviewer’s Recognition
J Agapiou, R Ahmad, A Ajri, R Ak, H Akbarzadeh, M Akermo, FA Niaki, ...
Journal of Manufacturing Science and Engineering 140, 010201-1, 2018
2018
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