An integrated experimental, numerical, and explainable machine learning framework for the material‐geometric co‐optimization and multi‐objective Pareto design of robust composite adhesive joints. ABSTRACT The reliability of composite adhesive joints is compromised by non‐linear dependencies between material properties and manufacturing uncertainties ...
Sajjad Karimi
wiley +1 more source
Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research. [PDF]
Razzaghi H +14 more
europepmc +1 more source
Assimilation of AMSU‐A all‐sky observations can be increased up to fivefold if spatial observation‐error correlations are accounted for properly. New correlation estimates derived using data from ECMWF and the UK Met Office reveal that correlation length‐scales are between 75 and 150 km for AMSU‐A channels peaking in the troposphere. This is attributed
Rishabh Bhatt +9 more
wiley +1 more source
Two-stage acoustic detection and fine-grained classification of laying-hen vocalizations for heat-stress monitoring. [PDF]
Lin X +7 more
europepmc +1 more source
Using microwave imager observations to improve the ocean temperature in a coupled NWP system
A recent upgrade to the ECMWF IFS has implemented outer‐loop coupling between the atmosphere and the ocean. This work uses this method to pass ocean skin temperature estimates derived from satellite‐borne microwave imagers to the ocean data assimilation system; the updated ocean state is then passed back to the atmospheric system.
Tracy Scanlon +4 more
wiley +1 more source
Decoding the unseen: unsupervised anomaly detection in metal-organic frameworks for discovery beyond the norm. [PDF]
Alimardani H, Abaei S, Asgari M.
europepmc +1 more source
Coupled observation‐operator approximations in outer‐loop coupling data assimilation
We present a methodology for coupled variational data assimilation that allows the effect of coupled observation operators whilst maintaining separate minimisations across model components. This allows us to constrain the atmosphere, ocean, and sea‐ice components of our coupled model directly from satellite radiances. We illustrate the system in action
P. A. Browne +5 more
wiley +1 more source
Unsupervised cross domain adaptive anomaly detection network for Internet of Things traffic. [PDF]
Yuan T, Zhai D, Li A.
europepmc +1 more source
This study presents a conceptual framework linking sea‐water temperature Tw gradients to the formation and persistence of sea fog in the southeastern Yellow Sea. Over cold waters maintained by tidal mixing, downward latent heat flux enhances lower‐level stability and sustains persistent sea fog, whereas over warmer waters, upward fluxes and thermal ...
Jae‐yong Lee +4 more
wiley +1 more source
Inferior Sinus Venosus Defect: Inconclusive Transesophageal Echocardiography Clarified by Computed Tomography and Intracardiac Echocardiography. [PDF]
Hashimoto G +7 more
europepmc +1 more source

