Deep Learning-Driven Bus Short-Term OD Demand Prediction via a Physics-Guided Adaptive Graph Spatio-Temporal Attention Network. [PDF]
Cao Z, Song L, Zhang S, Sun J.
europepmc +1 more source
This paper explores how climate‐resilient technologies, such as smart grids, digital twins, and self‐healing materials, can enhance urban resilience. It highlights the urgent need for proactive planning, public‐private collaboration, and data‐driven innovation to future‐proof underground infrastructure amid accelerating climate and urban pressures ...
Kai Chen Goh +12 more
wiley +1 more source
Harvested reservoir computing from road traffic dynamics. [PDF]
Fukuzaki R, Noguchi T, Ando H.
europepmc +1 more source
Secretopathies emerge as a new class of neurocristopathies
Abstract Neural crest cells are a transient embryonic population of cells that give rise to a wide range of structures, including craniofacial cartilage and bone, peripheral neurons and glia, as well as components of the cardiac outflow tract, among others.
Amanda Teixeira +3 more
wiley +1 more source
STAC-Net: A hierarchical framework for modeling and predicting urban traffic flow with uncertainty quantification. [PDF]
Yan Z, Cai B.
europepmc +1 more source
KCNJ4 variants disrupt inward‐rectifier potassium channel function and cause refractory epilepsy
Abstract Objective Epilepsy is a common neurological disorder with a strong genetic basis, most frequently arising from ion channel dysfunction. Although multiple inwardly rectifying potassium (Kir) channels have been implicated in epileptogenesis, the contribution of KCNJ4, which encodes the Kir2.3 channel, has not previously been established in human
Hu Pan +20 more
wiley +1 more source
Traffic Forecasting for Industrial Internet Gateway Based on Multi-Scale Dependency Integration. [PDF]
Ma T, Liu J, Xu P, Song Y.
europepmc +1 more source
Precision therapies for genetic epilepsies in 2025: Promises and pitfalls
Abstract By targeting the underlying etiology, precision therapies offer an exciting paradigm shift to improve the stagnant outcomes of drug‐resistant epilepsies, including developmental and epileptic encephalopathies. Unlike conventional antiseizure medications (ASMs) which only treat the symptoms (seizures) but have no effect on the underlying ...
Shuyu Wang +3 more
wiley +1 more source
Feature-enhanced iTransformer: A two-stage framework for high-accuracy long-horizon traffic flow forecasting. [PDF]
Duan Y +5 more
europepmc +1 more source
Status epilepticus: Updates on mechanisms and treatments
Abstract Status epilepticus (SE) consists of prolonged, self‐sustaining seizures and is a common neurological emergency that causes respiratory compromise and neuronal injury. Without prompt treatment, the seizures can become resistant to benzodiazepines, leading to the progressive evolution of established, refractory, and super‐refractory SE.
Suchitra Joshi, Jaideep Kapur
wiley +1 more source

