A Novel Compound Normalization‐Based Feature Transformation Learning for Driver Identification
This study presents a compound normalization‐based feature transformation approach for driver identification by integrating Min–Max, Decimal, and Log2$$ {\mathrm{Log}}_2 $$ normalization with learnable weights. The proposed method improves feature representation and supports more effective driver identification performance.
Md. Abbas Ali Khan +4 more
wiley +1 more source
Design and Validation of a New Tilting Rotor VTOL Drone: Structural Optimization, Flight Dynamics, and PID Control. [PDF]
Gong H +6 more
europepmc +1 more source
Progress in Biodegradable Nonwoven Materials for Personal Protective Applications
ABSTRACT Personal protective equipment generates large waste streams, underscoring the need for materials that deliver protection without persistent environmental costs. This study reviews biodegradable nonwoven options and relates material choice and disposal routes to barrier performance, comfort, and footprint.
Tarikul Islam +3 more
wiley +1 more source
RGB-based visual encoding of vibration data for gearbox fault diagnosis using U-Net segmentation model. [PDF]
Kiliç İ +3 more
europepmc +1 more source
DNA‐Enzyme Hybrid Nanostructures: Functional Materials to Modulate Enzymatic Activity
DNA–enzyme hybrid nanostructures enable precise spatial and stoichiometric control over enzyme organization, offering a powerful platform to modulate catalytic activity. This review critically evaluates key mechanistic hypotheses, including proximity effects, microenvironment changes, confinement, and stabilization, as well as highlighting ...
Manar Elnaggar, Amelie Heuer‐Jungemann
wiley +1 more source
Vibration Response Signal Analysis of Gear Transmission System Considering the Influence of Coupled Crack Fault. [PDF]
Shi H, Li W, Zhou W.
europepmc +1 more source
Incorporation of highly dispersed Cu species into UiO‐66(Zr)‐NH2 introduces a competing ligand‐to‐Cu charge–transfer pathway that suppresses charge recombination and enhances photocatalytic H2O2 production. Combined PL, TRPL, TRIR, and variable‐temperature FTIR analyses reveal Cu‐mediated modulation of excited‐state dynamics and oxygen reduction ...
Aneek Kuila +8 more
wiley +1 more source
An efficient hybrid reliability analysis method with application to the harmonic drive. [PDF]
Cui J, Zuo D, Men X, Wang C.
europepmc +1 more source
Microplastics Toxicity and Life‐Threatening Impact on the Arabian Gulf: A Critical Review
ABSTRACT Microplastics (MPs) have emerged as a pervasive pollutant in marine environments worldwide, yet the Arabian Gulf remains underrepresented in global assessments despite its ecological and economic significance. The estimated mass of MPs entering the water of the Gulf ranged from 155 to 413.4 kt per year.
Amr Nasr Fekry +2 more
wiley +1 more source
Development of a high-speed planetary gearbox for an electric vehicle. [PDF]
Zagirnyak M +6 more
europepmc +1 more source

