Bin Yang

University of Stuttgart — Germany

Engineering · Physical Sciences

32h-index9.9kcitations145works12.52yr avg
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Research Topics

Machine Fault Diagnosis Techniques(32), Fault Detection and Control Systems(25), Advanced Neural Network Applications(17), Domain Adaptation and Few-Shot Learning(13), Anomaly Detection Techniques and Applications(12)

Publications144 total

Reconstructing Chest CT from Orthogonal Biplanar X-rays via Feature Enhancement Blocks and Perceptual Consistency Loss
Lecture notes in computer science·2025
An Overview of Exocomets
arXiv (Cornell University)·2025Open Access
Imaging-derived biological age across multiple organs links to mortality and aging-related health outcomes
2025Open Access
Dynamic Vision-Enabled Intelligent Micro-Vibration Estimation Method with Spatiotemporal Pattern Consistency
IEEE/CAA Journal of Automatica Sinica·2025· 2 cited
Dynamic vision-based machine vibration sensing and fault diagnosis with signal alignment and feature clustering
Engineering Applications of Artificial Intelligence·2025· 6 cited
Imaging Properties of Multiple Point in Time Stimulated Echo Data Acquisition for Visualization of Spontaneous Muscular Contractions
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Integrating Inline Quality Control at the MRI Scanner: Global and Local Assessment of Motion Artifacts Using Deep Learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Towards Deep Learning-Driven Assessment of Lesion Biopsy in Breast MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Exploration of Whole-Body Anatomy in the German National Cohort (NAKO): 3D Segmentation of 55 Structures in 28,969 MRI Scans
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Multi-Client Group-Level Collaborative Diagnosis with Adaptive Multi-Source Domain Transfer
2025
Spectroscopic Characterization of Interstellar Object 3I/ATLAS: Water Ice in the Coma
arXiv (Cornell University)·2025Open Access
A Self-Tuning Hybrid Model for RUL Prediction of Rolling Bearings With Two-Stage Degradation
IEEE/ASME Transactions on Mechatronics·2025
Discovery and Preliminary Characterization of a Third Interstellar Object: 3I/ATLAS
arXiv (Cornell University)·2025Open Access
A framework for modeling and optimization of mechanical equipment considering maintenance cost and dynamic reliability via deep reinforcement learning
Reliability Engineering & System Safety·2025· 14 cited
PathoEye: a deep learning framework for the whole-slide image analysis of skin tissue
2025
A hybrid maintenance strategy for equipment with competitive failure modes: Sudden failure and multi-stage degradation failure
Mechanical Systems and Signal Processing·2025· 4 cited
Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups
Knowledge-Based Systems·2025· 20 cited
A dynamic barycenter bridging network for federated transfer fault diagnosis in machine groups
Mechanical Systems and Signal Processing·2025· 32 cited
Effects of piston tapered angle on the output characteristics for large displacement bent–axis piston motor
Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science·2025
Label self-correction intelligent diagnosis method and embedded system for axle box bearings of high-speed trains with noisy labels
Neurocomputing·2025· 4 cited
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Frequent Co-authors

Yaguo Lei(24), Naipeng Li(18), Xiang Li(16), Raquel Urtasun(13), Ming Liang(7), Feng Jia(4), Na Lü(4), Saibo Xing(3), Shenlong Wang(3), Ming Liang(3), Wenjie Luo(3), Wenyuan Zeng(3), Chi-Guhn Lee(3), Asoke K. Nandi(2), Yun Chen(2), Rui Hu(2), Tsun-Hsuan Wang(2), Sivabalan Manivasagam(2), Min Bai(2), Songci Xu(2)