Inspired by Nostoc, a crack‐based one‐dimensional microspheres array (COMA) sensor is developed, which stabilizes crack geometry under isotropic expansion, enabling a predictable, monotonic thermal response from which true strain can be accurately extracted. The COMA sensor exhibits high sensitivity at ultralow deformation (gauge factor up to 89) and a
Wanqing Xu +7 more
wiley +1 more source
HiGLDP: a hierarchical graph neural network for predicting lncRNA-disease associations through multi-omic integration. [PDF]
Wang Y +5 more
europepmc +1 more source
Neuroinflammation alters blood–brain barrier integrity and contributes to neurological disorders, yet existing models lack human immune complexity. This study presents a 3D, immune‐responsive platform that reconstructs key neurovascular components and enables real‐time monitoring.
Pavlo Gordiichuk +9 more
wiley +1 more source
Explainable drug side effect prediction in central neural system via biologically informed graph neural network. [PDF]
Huang T +5 more
europepmc +1 more source
Triple‐Mode Ferroelectric Thin‐Film Transistor for Hybrid Electrical–Optical Reservoir Computing
A triple‐mode ferroelectric thin‐film transistor is developed by integrating Si3N4/HZO/IGZO layers to realize three independent memory modes: electric long‐term, electric short‐term, and optical short‐term. This single‐device architecture functions as both a reservoir and readout layer, achieving 92.43% MNIST accuracy. It offers a fully hardware‐based,
Hyeonho Lee +9 more
wiley +1 more source
A Novel Graph Neural Network Method for Traffic State Estimation with Directional Wave Awareness. [PDF]
Lou X +8 more
europepmc +1 more source
A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer's drug repurposing. [PDF]
Gider V, Budak C.
europepmc +1 more source
Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response. [PDF]
Schmidt A +3 more
europepmc +1 more source
Heterogeneous graph neural network-based prediction of immune-related adverse events. [PDF]
He X +7 more
europepmc +1 more source
A physics-informed graph neural network conserving linear and angular momentum for dynamical systems. [PDF]
Sharma V, Fink O.
europepmc +1 more source

