SecuFL-IoT: an adaptive privacy-preserving federated learning framework for anomaly detection in smart industrial networks. [PDF]
Alqazzaz A.
europepmc +1 more source
Residual magnetization induces pronounced mechanical anisotropy in ultra‐soft magnetorheological elastomers, shaping deformation and actuation even without external magnetic fields. This study introduces a computational‐experimental framework integrating magneto‐mechanical coupling into topology optimization for designing soft magnetic actuators with ...
Carlos Perez‐Garcia +3 more
wiley +1 more source
Enhancing peak demand forecasting with adaptive FastICA-transformer and entropy-based model customization. [PDF]
Saeed F, Aldera S, Alkhatib M.
europepmc +1 more source
Multiphysics‐Driven Assembly of Biomimetic Vesicles
Artificial extracellular vesicles, derived from cell membranes, are manufactured using a multiphysics‐integrated microfluidic platform that combines nanoknife membrane rupture, herringbone chaotic mixing, and acoustothermal modulation. This standardizable workflow enables the predictable control of vesicle formation and therapeutic loading, while ...
Timofei Solodko +16 more
wiley +1 more source
Lightweight Vision-Transformer Network for Early Insect Pest Identification in Greenhouse Agricultural Environments. [PDF]
Hong W +6 more
europepmc +1 more source
Aggregation‐induced emission strategy is first used to overcome aggregation‐caused quenching in Y‐series acceptors. By integrating tetraphenylethylene, the dTPE exhibits three‐fold PLQY enhancement and significantly suppressed non‐radiative energy loss. An ultra‐low Eloss of 0.130 eV and a record VOC of 0.93 V are achieved, resulting in a PCE over 20.5%
Yingze Zhang +18 more
wiley +1 more source
Evaluation of vision transformers for the detection of fullness of garbage bins for efficient waste management. [PDF]
Tanwer PS +4 more
europepmc +1 more source
Ultrasound in Women's Health: Mechanisms, Applications, and Emerging Opportunities
As healthcare moves toward decentralization, ultrasound technologies are evolving from strictly imaging tools in clinical settings into versatile diagnostic and therapeutic platforms, with growing roles addressing women's health needs. This review highlights how ultrasound's underlying physical mechanisms can be harnessed to reduce disparities in women'
Sarah B. Ornellas +7 more
wiley +1 more source
A vision transformer with recurrent neural network-based fall activity recognition system for disabled persons in smart IoT environments. [PDF]
Alzahrani A, Alghamdi AM.
europepmc +1 more source
Detection and diagnosis of diabetic retinopathy in retinal fundus images using agentic AI approaches. [PDF]
Sathya R, Valaramathi A.
europepmc +1 more source

