Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction. [PDF]
Liu B, Zhou S, Sun J, Liu X, Lu W.
europepmc +1 more source
Multiferroic order parameters – polarization, magnetization, and ferroelastic strain – are positioned as dynamic design variables for batteries. Their mechanistic roles, practical tuning through fabrication and external fields, and ferroic‐resolved characterization routes are unified into a closed‐loop framework, revealing how coupled ferroic responses
Jiaqi Su +13 more
wiley +1 more source
Histogram binwidth and kernel bandwidth selection for the spike-rate estimation
Shinomoto Shigeru, Shimazaki Hideaki
doaj +1 more source
Modeling the drivers of mumps incidence in China: a spatial multi-method analysis. [PDF]
Hu K +6 more
europepmc +1 more source
The effects of error magnitude and bandwidth selection for deconvolution with unknown error distribution. [PDF]
Wang XF, Ye D.
europepmc +1 more source
Mixed‐Polymer Hole Transport Layers Reinforce Au‐Anode Top Emitting Perovskite Light Emitting Diodes
Au‐anode corrosion is shown to occur rapidly under voltage bias in MAPbI3 perovskite LEDs. Resulting Au+ migration quickly leads to device shorting and unstable emission during constant current driving. We demonstrate that using a simple mixed‐polymer hole transport layer containing polyTPD and PVK can reduce Au‐corrosion and stabilize LED operation ...
James C. Loy +5 more
wiley +1 more source
MEC-Enabled Hierarchical Federated Learning for Resource-Aware Device Selection in IIoT. [PDF]
Tao H, Li D, Qiu B, Liang S.
europepmc +1 more source
Lanthanide‐doped polyurea microspheres are prepared via a facile one‐step precipitation polymerization. They exhibit strong hydrogen‐bonding and coordination interactions with excellent properties, including multicolor emission, high quantum yield (75.3%), remarkable stability, redispersibility, and biocompatibility.
Guiyu Zhang +9 more
wiley +1 more source
Native sparse attention: co-designing algorithms and hardware for practical long-context efficiency. [PDF]
Yuan J, Zhang M.
europepmc +1 more source
Chemically Programmable Underwater Sound‐Absorbing Metamaterial via MXene Self‐Assembly
MXene self‐assembly creates a chemically programmable underwater metamaterial with quasi‐periodic layers and a chemical‐physical multi‐level constraint system. A crosslinker as a ‘chemical scissor’ precisely edits microscopic interactions, exciting deep‐subwavelength strong local resonances that induce near‐zero/negative effective bulk modulus (Keff ...
Ziwen Gan +5 more
wiley +1 more source

