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¡Ü Junpeng Zhao, Heonjun Yoon, and Byeng D. Youn, "An Adaptive Hybrid Expansion Method (AHEM) for Efficient Structural Topology Optimization under Harmonic Excitation," Structural and Multidisciplinary Optimization, v61, pp895-921, March, 2020

DOI : https://doi.org/10.1007/s00158-019-02457-7

¡Ü Hyejeong Son, Guesuk Lee, Kyeonghwan Kang, Young-jin Kang, Byeng D. Youn, Ikjin Lee and YoojeongNoh, "Industrial Issues and Solutions to Statistical Model Improvement: A Case Study of an Automobile Steering Column," Structural and Multidisciplinary Optimization, v61, pp1739-1756, April, 2020

DOI : https://doi.org/10.1007/s00158-020-02526-2

¡Ü Byung Chul Jeon, Joon Ha Jung, Myungyon Kim, Kyung Ho Sun, and Byeng D. Youn, "Optimal Vibration Image Size Determination for Convolutional Neural Network Based Fluid-film Rotor-bearing System Diagnosis," Journal of Mechanical Science and Technology, v34, pp1467-1474, April, 2020

DOI : https://doi.org/10.1007/s12206-020-0308-z

¡Ü Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, Miso Kim, and Byeng D. Youn, "Elastic Wave Localization and Harvesting Using Double Defect Modes of a Phononic Crystal," Journal of Applied Physics, v127, n16, April, 2020

DOI : https://doi.org/10.1063/5.0003688

¡Ü Soo-Ho Jo, Boseong Seo, Hyunseok Oh, Byeng D. Youn, and Dongki Lee, "Model-based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading," IEEE Access, v8, pp70387-70400, April, 2020

DOI : https://doi.org/10.1109/ACCESS.2020.2986537

¡Ü Minji Yoo, Taejin Kim, Joung Taek Yoon, Yunhan Kim, Sooho Kim, and Byeng D. Youn, "A Resilience Measure Formulation that Considers Sensor Faults," Reliability Engineering & System Safety, v199, pp106393, July, 2020

DOI : https://doi.org/10.1016/j.ress.2019.02.025

¡Ü Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, Wonjae Choi, Choon-Su Park, Miso Kim, and Byeng D. Youn, "Designing a Phononic Crystal with a Defect for Energy Localization and Harvesting: Supercell Size and Defect Location," International Journal of Mechanical Sciences, v127, pp105670, August, 2020

DOI : https://doi.org/10.1016/j.ijmecsci.2020.105670

¡Ü Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, and Byeng D. Youn, "A Graded Phononic Crystal with Decoupled Double Defects for Broadband Energy Localization," International Journal of Mechanical Sciences, v183, p105833, October, 2020

DOI : https://doi.org/10.1016/j.ijmecsci.2020.105833

¡Ü Useok Jeong, Keunsu Kim, Sang-Hun Kim, Hyunhee Choi, Byeng D. Youn, and Kyu-Jin Cho, "Reliability Analysis of a Tendon-Driven Actuation for Soft Robots," International Journal of Robotics Research, Online Published, 2020

DOI : https://doi.org/10.1177/0278364920907151

¡Ü Sooho Kim, Jin-Oh Hahn and Byeng D. Youn, ¡°Detection and Severity Assessment of Peripheral Occlusive Artery Disease via Deep Learning Analysis of Arterial Pulse Waveforms: Proof-of-Concept and Potential Challenges,¡± Frontiers in Bioengineering and Biotechnology, Accepted, 2020

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¡Ü Youn B.D., Park J.H., Kim Y., Na G.M., Fault Detection Apparatus and Method for Gears under Variable-Speed Condition Using Short-Time Fourier Transform, 10-2077298, February 07, 2020

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¡Ü Youn B.D., Lee J., Park C.H., Ahn G., Youn M., Fault Diagnosis Method of Synchronous Motor, 10-2020-0026727, March 09, 2020

¡Ü Youn B.D., Jo S.-H., Seo B., Lee D., and Oh H., Fault Detection Method for Electronic Valve, 10-2020-0050114, April 24, 2020

¡Ü Youn B.D., Ko J.U., Kim M., Lee J., Shin Y., and Kong H.B., Fault Diagnosis Method for Rotor System Using Multi Task Learning, 10-2020-0050937, April 27, 2020

¡Ü Youn B.D., Kim M., Ko J.U., Lee J., Shin Y., and Kong H.B., Fault Diagnosis Method of Rotating System Based on Transfer Learning, 10-2020-0052671, April 29, 2020

¡Ü Youn B.D., Jo S.-H., Kong H.B., Jung J.H., Ha J.M., Yoon H., and Shin Y.C., Hybrid Fatigue Crack Growth Prediction Method, 10-2020-006927, June 09, 2020

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¡Ü ±è¸í¿¬, ±èÀ±ÇÑ, »ê¾÷AIÇØÄ¿Åæ FactoryHack Korea 2020 - Àå·Á»ó, 2020-01-18

¡Ü Á¶¼öÈ£, À±ÇåÁØ, ½Å¿ëâ, ±è¹Ì¼Ò, À±º´µ¿, Journal of Applied Physics - Front Cover, Featured Article, 2020-04-30

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¡Ü Title : Development of Deep Learning based Anomaly Detection Techniques for OHT (Overhead Hoist Transport) Driving Parts

Support Organization : Samsung Electronics (2020-05-21 ~ 2020-12-31)

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