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
Synergistic ANN-GA-CFD framework for high-performance Savonius wind turbine optimization with experimental validation. [PDF]
Sehsah HM +3 more
europepmc +1 more source
Memristive Physical Reservoir Computing
Memristors’ nonlinear dynamics and input‐dependent memory effects make them ideal candidates for high‐performance physical reservoir computing (RC). Based on their conductance modulation, memristors can be classified as electronic or optoelectronic types.
Dian Jiao +9 more
wiley +1 more source
Physiological responses and early hormonal signals associated with growth-defense trade-offs in tomato seedlings under wind-sand stress. [PDF]
Liu H +5 more
europepmc +1 more source
Progress in Strain Engineering of 2D‐Integrated Heterostructures for Ultrasensitive Sensors
. ABSTRACT Two‐dimensional (2D) integrated heterostructures have emerged as a cornerstone in the advancement of next‐generation sensor technologies. These heterostructures, which combine materials with different dimensionalities, have led to significant breakthroughs in sensing performance and device integration.
That Buu Ton +4 more
wiley +1 more source
Dung beetle optimization for probabilistic force analysis of heliostat support structures. [PDF]
Luo H, Liang Y, Xiong Q, Zhang X.
europepmc +1 more source
Single‐cell and spatial profiling of 110 human thoracic aortic samples reveals a stromal–immune circuit driving aortic dissection. An elastin‐rich fibroblast subset is depleted with age and markedly reduced in disease, weakening aortic wall integrity.
Jing Tao +25 more
wiley +1 more source
Experimental Study on an Inclined Cylindrical Piezoelectric Energy Harvester. [PDF]
Li H, Yang C, Li W, Song R, Yang X.
europepmc +1 more source
Metabolism‐Based Biomarkers for Rapid Phenotypic Antibiotic Susceptibility Testing
Metabolic differences emerging after antibiotic exposure provide rapid phenotypic signals of susceptibility and resistance. This review summarizes metabolic biomarkers for rapid phenotypic AST, associated with nutrient uptake, respiratory activity, metabolic reprogramming, and enzymatic function. ABSTRACT The accelerating global crisis of antimicrobial
Sha Yu +7 more
wiley +1 more source
Mechanical Properties and Failure Mechanism of a Carbon Fiber/Silicone Rubber High-Temperature Flexible Textile Composite. [PDF]
Huang J +6 more
europepmc +1 more source

