Gearbox Fault Diagnosis Under Noise and Variable Operating Conditions Using Multiscale Depthwise Separable Convolution and Bidirectional Gated Recurrent Unit with a Squeeze-and-Excitation Attention Mechanism. [PDF]
Ma X, Zhai K, Luo N, Zhao Y, Wang G.
europepmc +1 more source
A Large Language Model‐Based Approach for Fault Detection and Its Application
This work proposes an interpretable fault detection framework utilizing pre‐trained large language models to overcome small sample sizes and label scarcity in industrial datasets. A stepwise tuple‐based validation mitigates hallucinations, ensuring reliable detection.
Yihua Ye, Yin Zhu, Liming Che, Hua Zhou
wiley +1 more source
Bidirectional gated recurrent unit network model can generate future visual field with variable number of input elements. [PDF]
Lee J +7 more
europepmc +1 more source
Model‐Based Systems Engineering in Space Applications: A Comprehensive Literature Review
ABSTRACT The growing complexity of space engineering is driving the demand to embrace the adoption of Model‐Based Systems Engineering (MBSE). Although the MBSE is well‐practiced in the space industry, the level of effort and need required to obtain the benefits of MBSE vastly differ across enterprises; this disparity presents a significant challenge to
Rehobot Bekele Buruso +4 more
wiley +1 more source
A Real‐Time Multi‐Scale Neural Representation for Complex Surface Reflectance
Abstract Recent machine learning methods have significantly advanced the state of the art in the classic problem of representing surface appearance over angle, space, and scale. The models tend, however, to be relatively heavy compared to traditional fixed‐function representations, making real‐time application challenging.
Heikki Timonen +2 more
wiley +1 more source
A process‐temporal perspective on organizational paradoxes: A review and future research agenda
Abstract Scholars are increasingly studying paradox processes, yet insights remain disconnected, with limited discussion across studies’ perspectives. Consequently, research risks underutilizing valuable findings, thereby reducing both theoretical and practical progress.
Jan Heiberg Johansen +1 more
wiley +1 more source
Impact of Carina Width on Re‐Ablation Rate of Atrial Fibrillation After Primary Cryoballoon‐Ablation
Right side carina width is associated with the incidence of reconnection of RPVs and re‐ablation. Increased left side carina width was associated with re‐ablation rate, but there was no association with reconnection of the LPVs. ABSTRACT Background Reconnection of the pulmonary veins (PVs) is the primary cause of atrial fibrillation (AF) episodes after
Miriam Müller +3 more
wiley +1 more source
Background Childhood adversity is widespread globally and is one of the strongest predictors of later psychopathology. However, the differential effects of type and timing of childhood adversities on childhood psychopathology remain unclear, highlighting the need to explore which life‐course hypotheses (sensitive periods, accumulation of exposure, and ...
Sherief Y. Eldeeb +10 more
wiley +1 more source
Abstract Wild Atlantic salmon migrate to sea following completion of a developmental process known as parr‐smolt transformation (PST), which establishes a seawater (SW) tolerant phenotype. Effective imitation of this aspect of anadromous life history is a crucial aspect of commercial salmon production, with current industry practice being marred by ...
Lars Grønvold +10 more
wiley +1 more source
The Social‐Ecological Model of Military Family Financial Well‐Being
ABSTRACT The social‐ecological model of military family financial well‐being was developed to delineate and depict individual‐, family‐, community‐, military‐ and societal‐level factors that jointly shape these families' financial well‐being. Theoretical frameworks that ground efforts to enhance families' financial well‐being remain underdeveloped but ...
Catherine W. O'Neal +3 more
wiley +1 more source

