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Sergey A. Shevchik
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2020 – today
- 2020
- [j6]Giulio Masinelli
, Tri Le-Quang
Adaptive Laser Welding Control: A Reinforcement Learning Approach. IEEE Access 8: 103803-103814 (2020) - [j5]Georgios Violakis, Tri Le-Quang, Sergey A. Shevchik, Kilian Wasmer
Sensitivity Analysis of Acoustic Emission Detection Using Fiber Bragg Gratings with Different Optical Fiber Diameters. Sensors 20(22): 6511 (2020)
2010 – 2019
- 2019
- [j4]Sergey A. Shevchik, Tri Le-Quang, Farzad Vakili Farahani, Neige Faivre, Bastian Meylan, Silvio Zanoli, Kilian Wasmer
Laser Welding Quality Monitoring via Graph Support Vector Machine With Data Adaptive Kernel. IEEE Access 7: 93108-93122 (2019) - [j3]Sergey A. Shevchik, Giulio Masinelli
Deep Learning for In Situ and Real-Time Quality Monitoring in Additive Manufacturing Using Acoustic Emission. IEEE Trans. Ind. Informatics 15(9): 5194-5203 (2019) - 2018
- [j2]Sergey A. Shevchik, Bastian Meylan
Acoustic Emission for In Situ Monitoring of Solid Materials Pre-Weakening by Electric Discharge: A Machine Learning Approach. IEEE Access 6: 40313-40324 (2018) - 2017
- [j1]Sergey A. Shevchik, Fatemeh Saeidi, Bastian Meylan
Prediction of Failure in Lubricated Surfaces Using Acoustic Time-Frequency Features and Random Forest Algorithm. IEEE Trans. Ind. Informatics 13(4): 1541-1553 (2017)
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