FL-TWIN: a unified federated learning system for intrusion detection with digital twins modelling. [PDF]
Hamwi AA, Mittal M.
europepmc +1 more source
Darier disease—A review highlighting new insights from the Darier Disease International Task Force
This review provides a global, clinically focused overview of DD, detailing cutaneous and extracutaneous manifestations, disease classification and severity scoring. It emphasizes early recognition, multidisciplinary management and practical guidance for dermatologists to apply evidence‐based care in diverse skin phototypes. Abstract Darier disease (DD)
Sofia Labbouz +49 more
wiley +1 more source
Role Status Changes During Emerging Adulthood and Their Association with Substance Use, Mental Health, and Well-Being Outcomes over a 4-Year Period. [PDF]
D'Amico EJ +6 more
europepmc +1 more source
Design of Large‐Aperture Hybrid Refractive Metalens System
An all‐germanium hybrid refractive–metalens system was constructed by integrating a planar Ge metalens with a single aspheric Ge lens, enabling compact wavefront correction in the LWIR band. The all‐Ge hybrid architecture simplifies conventional multi‐element infrared optics into a lightweight integrated imaging system while maintaining effective ...
Yinpeng Ma +9 more
wiley +1 more source
The Predominant Focus Is Still on Teaching Children to Make Requests: A Systematic Review of AAC for Autistic Adults and Children. [PDF]
Mifsud S +3 more
europepmc +1 more source
Abstract Storm surges severely salinize coastal aquifers, yet post‐storm subsurface hydrodynamics remain poorly understood. We investigated surge inundation in unconfined tidal aquifers, revealing that subsurface flow recovers much faster than salinity distributions.
Canhao Cai +4 more
wiley +1 more source
Fed-XLM-R: a privacy-preserving federated framework with adapter-scoped differential privacy for mental health triage-level intent classification on resource-constrained edge devices. [PDF]
M K, Joseph ER, Patil S, Saranya K.
europepmc +1 more source
Mortar Method With Interpolative Mapping Displacement for Nonmatching Mesh Problems
ABSTRACT In this paper, an interpolative mapping mortar method (IM‐mortar) is proposed for nonmatching finite element meshes. Displacement continuity is enforced weakly using a Lagrange multiplier field. An intermediate frame is introduced, on which the interface displacement field is reconstructed from the adjoining bodies through interpolative ...
Joon‐Young Kim +3 more
wiley +1 more source
Tuning reductase activity in monoterpene indole alkaloid biosynthesis. [PDF]
Carr SC +10 more
europepmc +1 more source
From architectural complexity to minimalist optimization: refining microscopic tea disease detection via Opti-YOLOv11n. [PDF]
Hu C +12 more
europepmc +1 more source

