GenPnCFormer: Latent Diffusion Transformer for Inverse Design of Variable 1D Phononic Crystals

Donghyu Lee, Taehun Kim, Ju Hwan Han, Sayhee Kim, Byeng D. Youn*, and Soo-Ho Jo* Thin-Walled Structures, SCIE (IF: 8.3, Rank: 3.5%), 2027-01, Vol. 232, pp. 115677

Non-Stationary Compensated Multi-Current Pattern (NCMP): A Novel Image-Based Motor Fault Diagnosis Framework

Hansoo Kim, Christian Gogu, Sebastien Schwartz, and Byeng D. Youn* Advanced Engineering Informatics, SCIE (IF: 11.5, Rank: 2.0%), 2027-01, Vol. 77(1), pp. 105283

FIKS: Frequency-Informed Kurtosis Sensitivity for Anomaly Detection in Rotating Machinery—From a Bearing Benchmark to Printer Fuser Systems

Mintae Kim, Yong Chae Kim, Juhyun Kim, Joon Ha Jung*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.8, Rank: 5.9%), Under Revision

TSFM: A Temporal-Aware Spectrogram Foundation Model for Transferable Fault Diagnosis of Rotating Machinery Using Vibration Signals

Minseok Chae, Yong Chae Kim, Sang Kyung Lee, Juhyun Kim, Jiheon Kang, Uri Lim, Jong Hyun Choi, Junho Park, Chan Hee Park*, Jong Moon Ha*, and Byeng D. Youn* Advanced Engineering Informatics, SCIE (IF: 11.5, Rank: 2.0%), Under Revision

Mechanical-Efficiency-Aware EKF-Based Virtual Sensor for Vehicle Mass Estimation Using CAN Data

Jinoh Yoo, Hyeonchan Lee, Ju Hwan Han, Seongpil Ju, Juho Kim, Yong Gwon Jeon, Dae Un Sung, and Byeng D. Youn* IEEE Transactions on Intelligent Vehicles, SCIE (IF: 14.3, Rank: 1.8%), Under Revision

A Planetary Gearbox Dataset for Fault Diagnosis Across Multiple Operating Conditions, Fault Types, and Severity Levels

Jinoh Yoo¹, Taehyung Kim¹, Jong Moon Ha*, and Byeng D. Youn* Scientific Data, SCIE (IF: 7.2, Rank: 11.8%), Under Revision

Quantifying and Mitigating Load-Induced Impulsiveness Bias for Bearing Fault Diagnosis via Domain Knowledge-Informed Algorithmic Fairness

Seungyun Lee, Sungjong Kim, Minjae Kim, Jiwon Lee, Su J. Kim, Heonjun Yoon*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.8, Rank: 5.9%), Under Revision

Domain Knowledge-Informed Neural Networks for Prognostics and Health Management: A State-of-the-Art Review and Taxonomy

Hyeongmin Kim, Taehun Kim, Wonbin Song, Jong Moon Ha*, and Byeng D. Youn* Archives of Computational Methods in Engineering, SCIE (IF: 12.9, Rank: 0.4%), Under Revision

Physics-Embedded Neural Blind Deconvolution: Impulse Response-Embedded Filtering Module for Weak Fault Feature Extraction Under Harmonic Interference

Jinoh Yoo, Taehyung Kim, Hyeonchan Lee, Jong Moon Ha*, and Byeng D. Youn* Journal of Sound and Vibration, SCIE (IF: 5.8, Rank: 3.7%), Under Revision

Torque-Speed-Aware Dynamic Kernel Design in Gaussian Process Regression for Non-Stationary Motor Current Fault Detection

Hansoo Kim, Hyeongmin Kim, Minseok Chae, Sang Kyung Lee, Joonho Yang, Heonjun Yoon*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.8, Rank: 5.9%), Under Revision

Self-supervised Learning for Remaining Useful Life prediction of Composite Materials based on Physics-based Synthetic Strain Data

Taeri Kim¹, Sang Kyung Lee¹, Gun Jin Yun*, Byeng D. Youn*, and Christian Gogu* Journal of Computational Design and Engineering, SCIE (IF: 6.8, Rank: 5.9%), Accept

A Multi-Evidence-Based Open-Set Domain Generalization Method for Bearing Fault Diagnosis

Xiaojing Yin, Chuang Nie, Xiaopeng Xi*, and Byeng D. Youn* Cybernetics and Intelligence, IF: 0.0, Accept

Deep Learning-based Rapid and Precise Die Design to Compensate Springback in Metallic Bipolar Plate Stamping for Proton Exchange Membrane Fuel Cells

Hyeongmin Kim¹, Sangwook Langenstück-Lee¹, Donghyu Lee, Florian Hüsing, Henning Janssen, Christian Brecher, and Byeng D. Youn* Measurement, SCIE (IF: 6.1, Rank: 10.4%), 2026-11, Vol. 290, pp. 122923

A Robust Deep Learning Framework for Weld Defect Classification in PAUT With Specimen-Level Preprocessing

Jongheok Park, Donghyu Lee, Wonjae Choi, Byeng D. Youn*, and Jong Moon Ha* NDT & E International, SCIE (IF: 6.0, Rank: 9.5%), 2026-10, Vol. 164, pp. 103840

Frequency-Band Graph-based Sensor Fusion with Sensitivity-aware Energy Assist Network for Machinery System Fault Diagnosis

Sang Kyung Lee, Hyeongmin Kim, Minseok Chae, Hansoo Kim, Joonho Yang, Heonjun Yoon*, and Byeng D. Youn* Engineering Applications of Artificial Intelligence, SCIE (IF: 9.0, Rank: 3.1%), 2026-09, Vol. 179, pp. 115273

Time-Domain Signal Denoising and Expert Decision-Support Visualization with AttenTDNet for High-Voltage Power-Cable Joint-Box Monitoring

Jingyo Jeong, Jeong H. Choi, Wongon Kim*, and Byeng D. Youn * Electrical Engineering, SCIE (IF: 2.7, Rank: 50.3%), 2026-08, Vol. 108, pp. 364