Journal

• S. Yoo, M. Kang, H. Yoon, and T. Kim, "A physics-informed neural network approach for solving structural eigenvalue problem," International Journal of Precision Engineering and Manufacturing, Online Published, 2025.

• Y. C. Shin, S. H. Jo, D. Hwang and H. Yoon (2025). "Designing a piezoelectric device for elastic wave energy harvesting: An analytical approach," Mechanics of Advanced Materials and Structures, Online Published.

• C. Seo, H. Kim, C. H. Park, M. Chae, J. T. Yoon, I. Lee, H. Yoon, and B. D. Youn, "FL-SSDAN: Fleet-level semi-supervised domain adaptation network for fault diagnosis of overhead hoist transports," Journal of Computational Design and Engineering, Vol. 12, No. 7, pp. 49-60, July 2025.

• S. Kim, S. Lee, J. Lee, M. Kim, S. J. Kim, H. Yoon, and B. D. Youn, "Fault-relevance-based, multi-sensor information integration framework for fault diagnosis of rotating machineries," Mechanical Systems and Signal Processing, Vol. 232, 112743, June 2025.

• S. Lee, S. Kim, S. J. Kim, J. Lee, H. Yoon, and B. D. Youn, "Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions," Expert Systems with Applications, Vol. 251, 124084, October 2024.

• M. Chae, H. Kim, H. J. Oh, C. H. Park, C. Suh, H. Yoon, and B. D. Youn, "PCDC: prototype-assisted dual-contrastive learning with depthwise separable convolutional neural network for few-shot fault diagnosis of permanent magnet synchronous motors under new operating conditions," Journal of Computational Design and Engineering, Vol. 11, No. 3, pp. 337-358, June 2024.

• S. K. Lee, H. Kim, M. Chae, H. J. Oh, H. Yoon, and B. D. Youn, "Self-supervised feature learning for motor fault diagnosis under various torque conditions," Knowledge-Based Systems, Vol. 288, 111465, March 2024.

• K. M. Na, Y. Kim, H. Yoon, and B. D. Youn, "FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions," Expert Systems with Applications, Vol. 238, 122078, March 2024.

• H. Kim, C. H. Park, C. Suh, M. Chae, H. J. Oh, H. Yoon, and B. D. Youn, "Stator current operation compensation (SCOC): A novel preprocessing method for deep learning-based fault diagnosis of permanent magnet synchronous motors under variable operating conditions," Measurement, Vol. 221, 113446, November 2023.

• S. H. Jo, D. Lee, H. Yoon, and B. D. Youn, "Double piezoelectric defects in phononic crystals for ultrasonic transducers," Journal of Physics D-Applied Physics, Vol. 56, No. 7, 074002, January 2023.

• J. G. Park, H. Yoon, and B. D. Youn, "Probabilistic framework for reliable optimal design of gearboxes in general-purpose industrial robots considering random use conditions," Journal of Computational Design and Engineering, Vol. 10, No. 2, pp. 539-548, April 2023.

• H. Kim, J. U. Ko, K. Na, H. Y. C. Lee, H. S. Kim, J. D. Son, H. Yoon, and B. D. Youn, "Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data," Expert Systems with Applications, Vol. 215, 119377, April 2023.

• H. Kim, C. H. Park, C. Suh, M. Chae, H. Yoon, and B. D. Youn, "MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines," Journal of Computational Design and Engineering, Vol. 10, No. 2, pp. 860-872, April 2023.

• K. M. Na, H. Yoon, J. Kim, S. Kim, and B. D. Youn, "PERL: Probabilistic energy-ratio-based localization for boiler tube leaks using descriptors of acoustic emission signals," Reliability Engineering & System Safety, Vol. 230, 108923, February 2023.

• K. Kim, H. Yoon, and B. D. Youn, "A Noise-Robust Feature Extraction Method for Rolling Element Bearing Diagnosis: Linear Power-Normalized Cepstral Coefficients (LPNCC)," International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 10, No. 1, pp. 217-232, January 2023.

• C. H. Park, H. Kim, C. Suh, M. Chae, H. Yoon, and B. D. Youn, "A health image for deep learning-based fault diagnosis of a permanent magnet synchronous motor under variable operating conditions: Instantaneous current residual map," Reliability Engineering & System Safety, Vol. 226, 108715, October 2022.

• S. H. Jo, H. Yoon, Y. C. Shin, W. Choi, B. D. Youn, and M. Kim, "L-shape triple defects in a phononic crystal for broadband piezoelectric energy harvesting," Nano Convergence, Vol. 9, No. 29, June 2022.

• Y. C. Shin, S. H. Jo, H. Yoon, and B. D. Youn, "Design principle for effective mechanical boundary using a resonance band gap under elastic waves," Journal of Computational Design and Engineering, Vol. 9, No. 2, pp. 772-782, April 2022.

• S. H. Jo, H. Yoon, Y. C. Shin, and B. D. Youn, "Revealing defect-mode-enabled energy localization mechanisms of a one-dimensional phononic crystal," International Journal of Mechanical Sciences, Vol. 215, 106950, February 2022.

• S. H. Jo, Y. C. Shin, W. Choi, H. Yoon, B. D. Youn, and M. Kim, "Double defects-induced elastic wave coupling and energy localization in a phononic crystal," Nano Convergence, Vol. 8, No. 27, September 2021. 

• S. H. Jo, H. Yoon, Y. C. Shin, and B. D. Youn, "An analytical model of a phononic crystal with a piezoelectric defect for energy harvesting using an electroelastically coupled transfer matrix," International Journal of Mechanical Sciences, Vol. 193, 106160, March 2021.

• S. H. Jo, Y. W. Xia, A. G. Moura, H. Yoon, Y. C. Shin, A. Erturk, and B. D. Youn, "Experimentally validated broadband self-collimation of elastic waves," International Journal of Mechanical Sciences, Vol. 192, 106131, February 2021.

• Y. C. Shin, H. Yoon, S. H. Jo, W. Choi, C. S. Park, M. Kim, and B. D. Youn, "Phononic band gap of a quarter-wave stack for enhanced piezoelectric energy harvesting," International Journal of Mechanical Sciences, Vol. 189, 106003, January 2021.

• S. H. Jo, H. Yoon, Y. C. Shin, and B. D. Youn, "A graded phononic crystal with decoupled double defects for broadband energy localization." International Journal of Mechanical Sciences, Vol. 183, 105833, October 2020.

• S. H. Jo, H. Yoon, Y. C. Shin, W. Choi, C. S. Park, M. Kim and B. D. Youn (2020). "Designing a phononic crystal with a defect for energy localization and harvesting: Supercell size and defect location." International Journal of Mechanical Sciences, 179.

• S. H. Jo, H. Yoon, Y. C. Shin, W. Choi, M. Kim and B. D. Youn (2020). "Elastic wave localization and harvesting using double defect modes of a phononic crystal." Journal of Applied Physics, 127(16).

• W. Kim, H. Yoon, G. Lee, T. Kim and B. D. Youn (2020). "A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals." Reliability Engineering & System Safety, 195.

• J. Zhao, H. J. Yoon and B. D. Youn (2020). "An adaptive hybrid expansion method (AHEM) for efficient structural topology optimization under harmonic excitation." Structural and Multidisciplinary Optimization, 61(3): 895-921.

• W. Choi, H. Yoon and B. D. Youn (2020). "Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model." IEEE Access, 8: 126776-126783.

• H. B. Kong, S. H. Jo, J. H. Jung, J. M. Ha, Y. C. Shin, H. Yoon, K. H. Sun, Y. H. Seo and B. C. Jeon (2020). "A Hybrid Approach of Data-driven and Physics-based Methods for Estimation and Prediction of Fatigue Crack Growth." International Journal of Prognostics and Health Management, 11(1).

• B. C. Jung and H. Yoon (2019). "Double Acting Compression Mechanism (DACM) for Piezoelectric Vibration Energy Harvesting in 33-Mode Operation." International Journal of Precision Engineering and Manufacturing-Green Technology, 6(4): 681-690. 

• H. Yoon and B. D. Youn (2019). "System reliability analysis of piezoelectric vibration energy harvesting considering multiple safety events under physical uncertainty." Smart Materials and Structures, 28(2).

• J. Zhao, H. Yoon and B. D. Youn (2019). "Concurrent topology optimization with uniform microstructure for minimizing dynamic response in the time domain." Computers & Structures, 221: 98-117.

• J. Zhao, H. Yoon and B. D. Youn (2019). "An efficient concurrent topology optimization approach for frequency response problems." Computer Methods in Applied Mechanics and Engineering, 347: 700-734.

• Park, C. S., Y. C. Shin, S. H. Jo, H. Yoon, W. Choi, B. D. Youn and M. Kim (2019). "Two-dimensional octagonal phononic crystals for highly dense piezoelectric energy harvesting." Nano Energy, 57: 327-337.

• Cui, J., H. Yoon and B. D. Youn (2018). "An Omnidirectional Biomechanical Energy Harvesting (OBEH) Sidewalk Block for a Self-Generative Power Grid in a Smart City." International Journal of Precision Engineering and Manufacturing-Green Technology, 5(4): 507-517. 

• J. Zhao, H. Yoon and B. D. Youn (2018). "An efficient decoupled sensitivity analysis method for multiscale concurrent topology optimization problems." Structural and Multidisciplinary Optimization, 58(2): 445-457.

• J. Zhao, B. D. Youn, H. Yoon, Z. F. Fu and C. J. Wang (2018). "On the orthogonal similarity transformation (OST)-based sensitivity analysis method for robust topology optimization under loading uncertainty: a mathematical proof and its extension." Structural and Multidisciplinary Optimization, 58(1): 51-60.

• H. Yoon, M. Kim, C. S. Park and B. D. Youn (2018). "Time-varying output performances of piezoelectric vibration energy harvesting under nonstationary random vibrations." Smart Materials and Structures, 27(1).

• B. C. Jung, H. Yoon, H. Oh, G. Lee, M. Yoo, B. D. Youn and Y. C. Huh (2016). "Hierarchical model calibration for designing piezoelectric energy harvester in the presence of variability in material properties and geometry." Structural and Multidisciplinary Optimization, 53(1): 161-173. 

• H. Yoon, B. D. Youn, H. S. Kim and Asme (2016). "Kirchhoff plate theory-based electromechanically-coupled analytical model considering inertia and stiffness effects of a surface-bonded piezoelectric patch." Smart Materials and Structures, 25(2). 

• H. Yoon and B. D. Youn (2014). "Stochastic quantification of the electric power generated by a piezoelectric energy harvester using a time-frequency analysis under non-stationary random vibrations." Smart Materials and Structures, 23(4).

• C. Hu, B. D. Youn and H. Yoon (2013). "An adaptive dimension decomposition and reselection method for reliability analysis." Structural and Multidisciplinary Optimization, 47(3): 423-440. 

Conference

• 안현, 진윤선, 박기정, 김원빈, 윤헌준, 2025.04, "벌집구조 기반 압전 에너지 하베스팅의 추계적 해석", 대한기계학회 동역학·제어·로봇부문 2025년 춘계학술대회, 제주

• 백주희, 배한성, 황도현, 장진혁, 조수호, 윤헌준, 2025.04, "부분 박리를 고려한 결함 인가 음향양자 결정의 파동 생성 성능 분", 대한기계학회 동역학·제어·로봇부문 2025년 춘계학술대회, 제주

• 강민서, 채민석, 김연수, 김태진, 윤헌준, 2025.04, "조화가진 하에서 물리정보신경망을 이용한 전기-기계 연성 해석", 대한기계학회 CAE 및 응용역학부문 2025년 춘계학술대회, 제주

• 김연수, 유성준, 윤헌준, 김태진, 2024.11, "커리큘럼 학습을 이용한 물리정보신경망의 고차 고유모드 수렴성 개선", 대한기계학회 2024년 학술대회(본부), 제주

• 김원빈, 박기정, 안현, 윤헌준, 2024.11, "불규칙 진동 하에서 나노스케일 변전 에너지 수확 해석", 대한기계학회 2024년 학술대회(본부), 제주

• 배한성, 백주희, 장진혁, 황도현, 조수호, 윤헌준, 2024.11, “탄성기초 기반 결함 인가 음향양자 결정의 수학적 모델링”,대한기계학회 2024년 학술대회(본부), 제주

• 안현, 박기정, 김원빈, 윤헌준, 2024.11, “불규칙 진동 하에서 벌집구조 기반 압전 에너지 수확 해석”, 대한기계학회 2024년 학술대회(본부), 제주

• 강민서, 이창민, 김연수, 김태진, 윤헌준, 2024.11,“물리정보신경망을 활용한 샘플링 기반 불확실성 정량화“,대한기계학회 2024년 학술대회 (본부), 제주

• 백주희, 장진혁, 황도현, 배한성, 조수호, 윤헌준, 2024.11, "부분 박리된 압전 결함이 있는 음향양자 결정의 수학적 해석 모델", 대한기계학회 2024년 학술대회(본부), 제주

• 장진혁, 백주희, 황도현, 배한성, 조수호, 윤헌준, 2024.11, “이중결함이 인가된 국부공진형 메타물질의 압전 에너지 하베스팅 성능 예측”,대한기계학회 2024년 학술대회(본부), 제주

• 황도현, 백주희, 장진혁, 배한성, 조수호, 윤헌준, 2024.11, "결함이 인가된 비선형 음향양자 결정의 섭동법 기반 수학적 해석", 대한기계학회 2024년 학술대회(본부), 제주

• 박기정, 김도건, 윤헌준, 2024.11, "팽창형 판 기반 압전 에너지 하베스팅의 수학적 모델링", 대한기계학회 2024년 학술대회(본부), 제주

• 김도건, 박기정, 윤헌준, 2024.04, "끝단 질량을 고려한 압전 에너지 수확 장치의 부분 박리 해석", 대한기계학회 동역학⋅제어⋅로봇 부문 2024년 춘계학술대회, 여수

• 이창민, 김연수, 강민서, 김태진, 윤헌준, 2024.04, "물리 정보 신경망을 이용한 동적 모델 확률변수 추정", 대한기계학회 동역학·제어·로봇부문 2024년 춘계학술대회, 여수

• 박기정, 김도건, 윤헌준, 2023.11, "팽창 메타물질 기반 압전 에너지 하베스팅의 수학적 해석", 대한기계학회 2023년 학술대회(본부), 인천

• 백주희, 장진혁, 황도현, 조수호, 윤헌준, 2023.11, "부분 박리된 압전 결함이 있는 음향양자 결정 해석", 대한기계학회 2023년 학술대회(본부), 인천

• 황도현, 백주희, 장진혁, 조수호, 윤헌준, 2023.11, "결함이 인가된 비선형 음향양자 결정의 수학적 해석모델", 대한기계학회 2023년 학술대회(본부), 인천

• 김도건, 박기정, 윤헌준, 2023.11, "부분 박리를 고려한 압전 에너지 수확 장치의 수학적 모델링", 대한기계학회 2023년 학술대회(본부), 인천

• 이창민, 김연수, 강민서, 김태진, 윤헌준, 2023.11, "물리 정보 기반 인공신경망을 이용한 최적화 기반 통계적 모델 보정", 대한기계학회 2023년 학술대회(본부), 인천

• 백주희, 박범진, 장진혁, 황도현, 조수호, 윤헌준, 2023.05, "압전 소자의 부분 박리 상황에서 결함 인가 음향양자 결정의 압전 에너지 하베스팅 성능 변화 예측", 대한기계학회 CAE 및 응용역학부문 2023년 춘추학술대회, 부산

• 박기정, 김도건, 윤헌준, 2023.05, "음의 푸아송 비를 이용한 압전 에너지 하베스팅 성능 증대 연구", 대한기계학회 CAE 및 응용역학 부문 2023년 춘추학술대회, 부산

• 박범진, 백주희, 조수호, 윤헌준, 2022.11, "이중 결함 인가 국부 공진형 메타 구조를 이용한 에너지 하베스팅", 대한기계학회 2022년 학술대회(본부), 제주

• H. Yoon, 2022.10, "Analytical Modeling of Piezoelectric Vibration Energy Harvesting", The 6th International Conference on Active Materials and Soft Mechatronics, Atlanta, Georgia, USA

• 윤헌준, 2021.11, "무선센서 네트워크 자가발전을 위한 에너지 하베스팅 기술", 한국정밀공학회 2021년 추계학술대회, 부산

• 윤헌준, 2021.11, "사물인터넷 자율전원을 위한 에너지 하베스팅 기술", 대한기계학회 2021년 학술대회(본부), 광주

• 윤헌준, 2021.11, "MZ세대와 함께 하는 메타버스 시대의 원격 공학교육", 대한기계학회 2021년 학술대회(본부), 광주

• 윤헌준, 공현배, 조수호, 신용창, 윤병동, 2021.05, "딥러닝 기반 음향양자 결정 분산관계 해석", 2021년 춘계 소음진동 학술대회, 평창

• 윤헌준, 조수호, 신용창, 윤병동, 2020.11, "파동 특이현상과 에너지 변환 도메인 융합 기술", 2020년 추계 소음진동 학술대회, 제주