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Additive Manufacturing of NiTi Shape Memory Alloys for Elastocaloric Applications: A Review
Additive manufacturing enables complex NiTi architectures that overcome key limitations in elastocaloric refrigeration, including poor heat transfer and high mechanical work input. This review surveys recent advances in LPBF‐ and DED‐fabricated NiTi shape memory alloys for elastocaloric applications, highlighting process–structure–performance ...
Ignatius Andre Setiawan +7 more
wiley +1 more source
Twiddler's syndrome in extravascular implantable cardioverter-defibrillator: a case report. [PDF]
Measom A +4 more
europepmc +1 more source
Cuttlebone‐inspired metamaterials exploit a septum‐wall architecture to achieve excellent mechanical and functional properties. This review classifies existing designs into direct biomimetic, honeycomb‐type, and strut‐type architectures, summarizes governing design principles, and presents a decoupled design framework for interpreting multiphysical ...
Xinwei Li, Zhendong Li
wiley +1 more source
A unified deep learning framework integrating OpenStreetMap for multi-domain urban planning tasks. [PDF]
Chen Y, Afandi WS, Gura D, Kosenok Y.
europepmc +1 more source
SSH-YOLO: YOLOv8 improved model based on Object Detection in Complex Road Scenes. [PDF]
Ma T, Chen Y, Li J, Yu H, He C.
europepmc +1 more source
A security-oriented four-factor spatio-temporal framework for assessing and mitigating traffic congestion risks. [PDF]
Li Y +5 more
europepmc +1 more source
Highway Reconstruction Through Fine-Grained Semantic Segmentation of Mobile Laser Scanning Data. [PDF]
Chen Y, Yang Z, Zhang H, Wang J.
europepmc +1 more source
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Spatial information inference net: Road extraction using road-specific contextual information
ISPRS Journal of Photogrammetry and Remote Sensing, 2019Abstract Deep neural networks perform well in road extraction from very high-resolution satellite imagery. A network with certain reasoning ability will give more satisfactory road network extraction results. In this study, we designed a spatial information inference structure, which enables multidirectional message passing between pixels when it is ...
Chao Tao +4 more
openaire +3 more sources

