Mojtaba Khanzadeh
Title
Cited by
Cited by
Year
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
532019
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), 14, 2017
522017
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
472018
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, 2018
442018
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
232019
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
172018
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
172017
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
162016
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
132017
Profiling and optimizing the geometric accuracy of additively manufactured components via self-organizing map
M Khanzadeh, RJ Marandi, MS Tootooni, L Bian, B Smith, P Rao
Annual International Solid Freeform Fabrication Symposium (SFF), Austin, TX …, 2016
52016
Fast Prediction of Thermal History for Direct Laser Deposition Processes Using Network-based Tensor Regression
M Khanzadeh, W Tian, L Bian
IISE Annual Conference, Data Analytic and Information System (DAIS) Division, 2019
2019
Advanced data analytic methodology for quality improvement in additive manufacturing
M Khanzadeh
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, 2018
2018
Establishing the process-structure relationship using tensor decomposition of thermal images
M Khanzadeh, W Tian, L Bian
Proceedings of the 2018 IISE Annual Conference, 2018
2018
Using Self-Organizing Maps for In-situ Monitoring of Melt Pool Thermal Profiles for Porosity Prediction in Laser-Based Additive Manufacturing Processes
M Khanzadeh, S Chowdhury, M Marufuzzaman, MA Tschopp, L Bian
US Army Research Laboratory, 2018
2018
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
Using Melt Pool Thermal Profiles to Predict Porosity in Additive Manufacturing
M Khanzadeh, S Chowdhury, M Marufuzzaman, MA Tschopp, L Bian
IISE Annual Meeting 2017, QCRE Best Paper Award Winner, 2017
2017
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