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 | 42 | 2022 |
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 | 27 | 2021 |
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 | 16 | 2022 |
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 | 5 | 2023 |
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 | 5 | 2023 |
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 | 3 | 2023 |
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 | 1 | 2023 |
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 |