INTENSITY AND WAVELENGTH-DIVISION MULTIPLEXING FIBER SENSOR INTERROGATION USING A COMBINATION OF AUTOENCODER PRE-TRAINED CONVOLUTION NEURAL NETWORK AND DIFFERENTIAL EVOLUTION ALGORITHM

This paper proposes a new fiber Bragg grating central wavelength interrogation system by combining evolutionary algorithm and machine learning techniques poise pads in bulk integrated with an unsupervised autoencoder (AE) pre-training strategy.The proposed unsupervised AE pre-training convolution neural network (CNN) allows training of the convolut

Abstract Background Injury-related fear contributed to disability in chronic ankle instability (CAI), while there still lacked exploration on the turbosound ts-18sw700/8a appraisal processes of the injury-related stimuli.This study aimed to compare the neural activities of the appraisal processes of sprain-related stimuli between presurgical chroni

Nicotinamide adenine dinucleotide (NAD+/NADH) along with its phosphorylated form (NADP+/NADPH) are two molecules ubiquitously present in all organisms, and they play key roles as cofactors in fundamental catabolic and anabolic processes, respectively.The oxidation of NADPH to NADP+ initiates a cascade of reactions, where a network of molecules is i

This study aims to test a new type of dual axes solar tracker based on just three Light click here Dependent Resistors (LDR) as optical sensors in order to achieve a high precision sun tracking that satisfies the requirements of solar concentration systems.This new system is integrated into a solar concentrator that uses a set of Fresnel mirrors an

In real environments, pollutants do not occur in isolation.Instead, they can be found in complex mixtures with effects turbosound ts-18sw700/8a that are completely different from those of the individual components.In this review, articles from 2017 to May 2024 have been selected to provide an overview of the existing knowledge on complex mixtures b