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Classification of progressive wear on a multi-directional pin-on-disc tribometer simulating conditions in human joints-UHMWPE against CoCrMo using acoustic emission and machine learning
Deshpande, P., Wasmer, K., Imwinkelried, T., Heuberger, R., Dreyer, M., Weisse, B., … Pandiyan, V. (2024). Classification of progressive wear on a multi-directional pin-on-disc tribometer simulating conditions in human joints-UHMWPE against CoCrMo using acoustic emission and machine learning. Lubricants, 12(2), 47 (23 pp.). https://doi.org/10.3390/lubricants12020047
Healing of keyhole porosity by means of defocused laser beam remelting: operando observation by X-ray imaging and acoustic emission-based detection
de Formanoir, C., Hamidi Nasab, M., Schlenger, L., Van Petegem, S., Masinelli, G., Marone, F., … Logé, R. E. (2024). Healing of keyhole porosity by means of defocused laser beam remelting: operando observation by X-ray imaging and acoustic emission-based detection. Additive Manufacturing, 79, 103880 (18 pp.). https://doi.org/10.1016/j.addma.2023.103880
Acoustic emission for the prediction of processing regimes in Laser Powder Bed Fusion, and the generation of processing maps
Drissi-Daoudi, R., Masinelli, G., de Formanoir, C., Wasmer, K., Jhabvala, J., & Logé, R. E. (2023). Acoustic emission for the prediction of processing regimes in Laser Powder Bed Fusion, and the generation of processing maps. Additive Manufacturing, 67, 103484 (14 pp.). https://doi.org/10.1016/j.addma.2023.103484
Harmonizing sound and light: X-ray imaging unveils acoustic signatures of stochastic inter-regime instabilities during laser melting
Hamidi Nasab, M., Masinelli, G., de Formanoir, C., Schlenger, L., Van Petegem, S., Esmaeilzadeh, R., … Logé, R. E. (2023). Harmonizing sound and light: X-ray imaging unveils acoustic signatures of stochastic inter-regime instabilities during laser melting. Nature Communications, 14(1), 8008 (14 pp.). https://doi.org/10.1038/s41467-023-43371-3
Monitoring of functionally graded material during laser directed energy deposition by acoustic emission and optical emission spectroscopy using artificial intelligence
Wasmer, K., Wüst, M., Cui, D., Masinelli, G., Pandiyan, V., & Shevchik, S. (2023). Monitoring of functionally graded material during laser directed energy deposition by acoustic emission and optical emission spectroscopy using artificial intelligence. Virtual and Physical Prototyping, 18(1), e2189599 (21 pp.). https://doi.org/10.1080/17452759.2023.2189599
Anomalous wear behavior of UHMWPE during sliding against CoCrMo under varying cross-shear and contact pressure
Dreyer, M. J., Taylor, W. R., Wasmer, K., Imwinkelried, T., Heuberger, R., Weisse, B., & Crockett, R. (2022). Anomalous wear behavior of UHMWPE during sliding against CoCrMo under varying cross-shear and contact pressure. Tribology Letters, 70, 119 (13 pp.). https://doi.org/10.1007/s11249-022-01660-w
Differentiation of materials and laser powder bed fusion processing regimes from airborne acoustic emission combined with machine learning
Drissi-Daoudi, R., Pandiyan, V., Logé, R., Shevchik, S., Masinelli, G., Ghasemi-Tabasi, H., … Wasmer, K. (2022). Differentiation of materials and laser powder bed fusion processing regimes from airborne acoustic emission combined with machine learning. Virtual and Physical Prototyping, 17(2), 181-204. https://doi.org/10.1080/17452759.2022.2028380
Influences of the process parameter and thermal cycles on the quality of 308L stainless steel walls produced by additive manufacturing utilizing an arc welding source
Le, V. T., Mai, D. S., Bui, M. C., Wasmer, K., Nguyen, V. A., Dinh, D. M., … Vu, D. (2022). Influences of the process parameter and thermal cycles on the quality of 308L stainless steel walls produced by additive manufacturing utilizing an arc welding source. Welding in the World, 66, 1565-1580. https://doi.org/10.1007/s40194-022-01330-4
Smart closed-loop control of laser welding using reinforcement learning
Le Quang, T., Meylan, B., Masinelli, G., Saeidi, F., Shevchik, S. A., Farahani, F. V., & Wasmer, K. (2022). Smart closed-loop control of laser welding using reinforcement learning. In M. Schmidt, F. Vollertsen, & B. M. Colosimo (Eds.), Procedia CIRP: Vol. 111. 12th CIRP conference on photonic technologies [LANE 2022] (pp. 479-483). https://doi.org/10.1016/j.procir.2022.08.074
Multimodal signal segmentation technique based on morphological operators applied on synchronized optical data for Laser Powder Bed Fusion processes
Masinelli, G., Wrobel, R., Pandiyan, V., & Wasmer, K. (2022). Multimodal signal segmentation technique based on morphological operators applied on synchronized optical data for Laser Powder Bed Fusion processes. In M. Schmidt, F. Vollertsen, & B. M. Colosimo (Eds.), Procedia CIRP: Vol. 111. CIRP conference on photonic technologies (pp. 838-843). https://doi.org/10.1016/j.procir.2022.08.094
Optimization of process parameters for the laser polishing of hardened tool steel
Meylan, B., Calderon, I., & Wasmer, K. (2022). Optimization of process parameters for the laser polishing of hardened tool steel. Materials, 15(21), 7746 (21 pp.). https://doi.org/10.3390/ma15217746
Thermal modelling and experimental validation in the perspective of tool steel laser polishing
Meylan, B., Masserey, A., Boillat, E., Calderon, I., & Wasmer, K. (2022). Thermal modelling and experimental validation in the perspective of tool steel laser polishing. Applied Sciences, 12(17), 8409 (21 pp.). https://doi.org/10.3390/app12178409
Deep learning-based monitoring of laser powder bed fusion process on variable time-scales using heterogeneous sensing and <em>operando</em> X-ray radiography guidance
Pandiyan, V., Masinelli, G., Claire, N., Le-Quang, T., Hamidi-Nasab, M., de Formanoir, C., … Wasmer, K. (2022). Deep learning-based monitoring of laser powder bed fusion process on variable time-scales using heterogeneous sensing and operando X-ray radiography guidance. Additive Manufacturing, 58, 103007 (15pp.). https://doi.org/10.1016/j.addma.2022.103007
Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process
Pandiyan, V., Drissi-Daoudi, R., Shevchik, S., Masinelli, G., Le-Quang, T., Logé, R., & Wasmer, K. (2022). Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process. Journal of Materials Processing Technology, 303, 117531 (14 pp.). https://doi.org/10.1016/j.jmatprotec.2022.117531
Identification of abnormal tribological regimes using a microphone and semi-supervised machine-learning algorithm
Pandiyan, V., Prost, J., Vorlaufer, G., Varga, M., & Wasmer, K. (2022). Identification of abnormal tribological regimes using a microphone and semi-supervised machine-learning algorithm. Friction, 10(4), 583-596. https://doi.org/10.1007/s40544-021-0518-0
In situ quality monitoring in direct energy deposition process using co-axial process zone imaging and deep contrastive learning
Pandiyan, V., Cui, D., Le-Quang, T., Deshpande, P., Wasmer, K., & Shevchik, S. (2022). In situ quality monitoring in direct energy deposition process using co-axial process zone imaging and deep contrastive learning. Journal of Manufacturing Processes, 81, 1064-1075. https://doi.org/10.1016/j.jmapro.2022.07.033
Long short-term memory based semi-supervised encoder—decoder for early prediction of failures in self-lubricating bearings
Pandiyan, V., Akeddar, M., Prost, J., Vorlaufer, G., Varga, M., & Wasmer, K. (2022). Long short-term memory based semi-supervised encoder—decoder for early prediction of failures in self-lubricating bearings. Friction, 11(1), 109-124. https://doi.org/10.1007/s40544-021-0584-3
Monitoring of direct energy deposition process using manifold learning and co-axial melt pool imaging
Pandiyan, V., Cui, D., Parrilli, A., Deshpande, P., Masinelli, G., Shevchik, S., & Wasmer, K. (2022). Monitoring of direct energy deposition process using manifold learning and co-axial melt pool imaging. Manufacturing Letters, 33(Suppl.), 776-785. https://doi.org/10.1016/j.mfglet.2022.07.096
Acoustic emission and machine learning based classification of wear generated using a pin-on-disc tribometer equipped with a digital holographic microscope
Deshpande, P., Pandiyan, V., Meylan, B., & Wasmer, K. (2021). Acoustic emission and machine learning based classification of wear generated using a pin-on-disc tribometer equipped with a digital holographic microscope. Wear, 476, 203622 (12 pp.). https://doi.org/10.1016/j.wear.2021.203622
Energy-efficient laser welding with beam oscillating technique - a parametric study
Le-Quang, T., Faivre, N., Vakili-Farahani, F., & Wasmer, K. (2021). Energy-efficient laser welding with beam oscillating technique - a parametric study. Journal of Cleaner Production, 313, 127796 (11 pp.). https://doi.org/10.1016/j.jclepro.2021.127796
 

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