Shape memory alloy wires exhibit thermally induced phase changes that generate actuation strain and resistance variations enabling self‐sensing. However, hysteretic electromechanical behavior complicates accurate state estimation. This paper presents an artificial in‐based self‐sensing method to reconstruct SMA actuator position in real time, achieving
Krunal Koshiya +2 more
wiley +1 more source
Thermodynamic and exergoeconomic analysis of a solar-assisted LiBr/H₂O ejector-absorption refrigeration system with triple-layer thermal storage. [PDF]
Chammam A +8 more
europepmc +1 more source
KDLM: Lightweight Brain Tumor Segmentation via Knowledge Distillation
A lightweight student network is designed, which is based on multiscale and multilevel feature fusion and combined with the residual channel attention mechanism to achieve efficient feature extraction and fusion with very few parameters. A dual‐teacher collaborative knowledge distillation framework is proposed.
Baotian Li +4 more
wiley +1 more source
COP 30 in Belém/Pará: just another COP? [PDF]
Pedro Roberto Jacobi +3 more
doaj +1 more source
Changes in tactile acuity and their association with balance impairment in type 2 diabetes: A 2-year cohort study. [PDF]
Janakiraman B +6 more
europepmc +1 more source
Gay. Female. Cop.: The Intersectionality of Gender and Sexual Orientation in Police Culture
Joe L. Couto
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Galen: On the éléments according to Hippocrates / De elementis ex Hippocratis sen- tentia. Edition, translation and commentaxy by Phillip de Lacy. Berlin, Akademie- Verl., cop. 1996. 236 p. (Corpus medicorum graecorum V 1,2). DM 220.-. ISBN 3-05002877-7; ISSN 0070-0347. [PDF]
Walter Burkert
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This review explores the transformative impact of artificial intelligence on multiscale modeling in materials research. It highlights advancements such as machine learning force fields and graph neural networks, which enhance predictive capabilities while reducing computational costs in various applications.
Artem Maevskiy +2 more
wiley +1 more source
Machine learning-based screening of sarcopenia in elderly women using non-invasive physiological signals. [PDF]
Yoon J, Kim DK.
europepmc +1 more source

