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Javid Akhavan
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A deep learning solution for real-time quality assessment and control in additive manufacturing using point cloud data
J Akhavan, J Lyu, S Manoochehri
Journal of Intelligent Manufacturing, 1-18, 2023
103*2023
Sensory Data Fusion Using Machine Learning Methods For In-Situ Defect Registration In Additive Manufacturing: A Review
J Akhavan, S Manoochehri
2022 IEEE International IOT, Electronics and Mechatronics Conference …, 2022
422022
In-situ laser-based process monitoring and in-plane surface anomaly identification for additive manufacturing using point cloud and machine learning
J Lyu, J Akhavan, S Manoochehri
International Design Engineering Technical Conferences and Computers and …, 2021
272021
Image-based dataset of artifact surfaces fabricated by additive manufacturing with applications in machine learning
J Lyu, J Akhavan, S Manoochehri
Data in brief 41, 107852, 2022
162022
Real-time monitoring and Gaussian process-based estimation of the melt pool profile in direct energy deposition
J Lyu, J Akhavan, Y Mahmoud, K Xu, CKP Vallabh, S Manoochehri
International Manufacturing Science and Engineering Conference 87233 …, 2023
52023
Thermal history based prediction of interlayer bond strength in parts manufactured by material extrusion additive manufacturing
Y Mahmoud, J Lyu, J Akhavan, K Xu, S Manoochehri
The International Journal of Advanced Manufacturing Technology 126 (9), 3813 …, 2023
52023
Dataset of in-situ coaxial monitoring and print’s cross-section images by Direct Energy Deposition fabrication
J Akhavan, J Lyu, Y Mahmoud, K Xu, CKP Vallabh, S Manoochehri
Scientific Data 10 (1), 776, 2023
32023
TDIP: Tunable Deep Image Processing, a Real Time Melt Pool Monitoring Solution
J Akhavan, Y Mahmoud, K Xu, J Lyu, S Manoochehri
IPCV'23, 2023
12023
MIMO system identification and uncertainty calibration with a limited amount of data using transfer learning
M Rahmani Dehaghani, P Sajadi, Y Tang, J Akhavan, GG Wang
International Journal of Systems Science, 1-20, 2024
2024
Binocular Model: A deep learning solution for online melt pool temperature analysis using dual-wavelength Imaging Pyrometry
J Akhavan, CK Vallabh, X Zhao, S Manoochehri
arXiv preprint arXiv:2408.11126, 2024
2024
REAL-TIME PRINT TRACKING IN METAL ADDITIVE MANUFACTURING USING ACOUSTIC EMISSION SENSORS AND VISION TRANSFORMER ALGORITHMS
J Akhavan, K Xu, C Krishna, P Vallabh, S Manoochehri
MSEC, 2024
2024
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