A Novel Unsupervised Structural Damage Detection Method Based on TCN-GAT Autoencoder. [PDF]
Ni Y, Jin Q, Hu R.
europepmc +1 more source
Principles for Rigorous Design and Application of Synthetic Microbial Communities
SynComs are artificially designed to enable inter‐species metabolic interactions, metabolic division of labor, and ecological interactions that can elicit phenotypes like colonization stability and environmental adaptation. This systematic review explores the processes used to construct SynComs, the assessment of the mechanisms of metabolic interaction
Yuxiao Zhang +21 more
wiley +1 more source
Programmable molecular microscopy: CRISPR/Cas fluorescent probes revolutionizing spatiotemporal genomic imaging. [PDF]
Zhong XY +8 more
europepmc +1 more source
It has been demonstrated that, in the bone extracellular matrix (ECM), integrins and growth factor receptors (GFRs) engage in synergistic signaling to guide bone healing and regeneration. This review provides a comprehensive overview of current strategies using ECM‐derived peptides to recreate the cellular microenvironment and harness synergistic ...
Lluís Oliver‐Cervelló +2 more
wiley +1 more source
MEMCAIN: a memory-enhanced hybrid CNN-attention model for network anomaly detection. [PDF]
Liu L +5 more
europepmc +1 more source
Stromal Cell‐Mast Cell Communication Orchestrates Anti‐Viral Immunity in the Meninges
This study delineates the spatial distribution and postnatal maturation of meningeal mast cells and uncovers their essential role in antiviral immunity. Using genetic models, mast cells are shown to promote CD8⁺ T cell infiltration and viral clearance via IL‐33 receptor signaling and synergistic activation by IL‐33 and ATP from infected stromal cells ...
Qingqing Li +7 more
wiley +1 more source
DSTGA-Mamba: a disentangled spatio-temporal graph attention Mamba model for traffic flow prediction. [PDF]
Chen L, Wu Q.
europepmc +1 more source
A multifunctional, 3D porous neural interface combines non‐viral gene delivery and NIR optogenetics to enable minimally invasive, closed‐loop modulation of deep‐brain circuits. Abstract Closed‐loop neuromodulation requires precise, stable, and cell‐specific control of neural circuits with minimal invasiveness.
Chao‐Yi Chu +14 more
wiley +1 more source
STGATN: A novel spatiotemporal graph attention network for predicting pollutant concentrations at multiple stations. [PDF]
Xu H, Song W, Qian L, Mei X, Zou G.
europepmc +1 more source
Broadband All‐Optical Memtransistor Based on Organic Cocrystals for Noise‐Robust Motion Recognition
This work presents an all‐optical synaptic transistor using DTT‐TCNQ organic charge transfer cocrystals, achieving broadband bidirectional modulation (395–808 nm) with highly linear synaptic plasticity (nonlinearity coefficients αp = 0.00191, αd = 0.00305).
Zhaohui Cai +8 more
wiley +1 more source

