ABSTRACT Chitosan, a polysaccharide upcycled from biowaste, has long promised sustainable, biocompatible, and antimicrobial films and devices, an appeal reinforced by its recent regulatory recognition, with several chitosan‐based antibacterial dressings gaining clearance through the Food and Drug Administration's 510(k) pathway.
Jacopo Nicoletti +16 more
wiley +1 more source
igraph 1.0 enables fast and robust network analysis across programming languages. [PDF]
Antonov M +9 more
europepmc +1 more source
Structure‐Guided Dynamical Mechanics in Bioinspired Double Twisted Laminated Thin Films
This work explores a dynamic mechanistic study of crack propagation and puncture testing via real‐time monitoring of crack initiation, propagation, and termination through nature‐inspired single and double twisted architectures fabricated from cellulose nanocrystals.
Justin Brackenridge +4 more
wiley +1 more source
Phys-AbGAT: a physics-informed multi-task graph attention network for robust antibody-antigen binding affinity prediction. [PDF]
Yang Y +5 more
europepmc +1 more source
Bio‐Inspired Artificial Ionic Mechanoreceptor
A skin‐inspired artificial mechanoreceptor based on ionic interactions is presented for biomimetic tactile sensing. Pressure‐driven ionic redistribution within microfluidic channels generates a self‐powered electrical signal without external bias. The generated waveform exhibits mechanoreceptor‐like temporal features, including overshoot and undershoot,
Mohammad Akbari +4 more
wiley +1 more source
STWave: Fine-Scale Spatial Structure Discovery in Microscopic-Resolution Spatial Transcriptomics via Patchwise Wavelet Graphs. [PDF]
Jiang T +9 more
europepmc +1 more source
DMG-GCN: A Dynamic Microstate-Guided Graph Convolutional Network for EEG Cognitive Workload Decoding in Air Traffic Control. [PDF]
Zhang Y, Shao Q, Yang H, Ren X, Peng X.
europepmc +1 more source
Graph attention spatio-temporal graph neural network based human-light interaction modeling for indoor lighting environments. [PDF]
Gao T, Sun L.
europepmc +1 more source
scLTF: A self-training clustering framework for large-scale single-cell RNA-Seq data. [PDF]
Yuan H, Wang C, Sun Q, Sun M, Fan M.
europepmc +1 more source
Structural-information guided fusion for spatial domain identification from spatial transcriptomics. [PDF]
Zhang M +5 more
europepmc +1 more source

