Enhancing Manufacturing Precision: Leveraging Motor Currents Data of Computer Numerical Control Machines for Geometrical Accuracy Prediction Through Machine Learning by Lucijano Berus, Jernej Hernavs, David Potocnik, Kristijan Sket, Mirko Ficko

“…In this study, we propose a novel indirect measurement method that utilizes motor current data from the controller of a Computer Numerical Control (CNC) machine in combination with machine learning algorithms to predict the geometric accuracy of machined parts in real-time. …”
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Enhancing Optoelectronic Performance Through Rare-Earth-Doped ZnO: Insights and Applications by Shagun Sood, Pawan Kumar, Isha Raina, Mrinmoy Misra, Sandeep Kaushal, Jyoti Gaur, Sanjeev Kumar, Gurjinder Singh

“…Rare-earth (RE) doping has been found to be a potent method to improve the structural, optical, electronic, and magnetic properties of ZnO, positioning it as a versatile material for future optoelectronic devices. …”
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A High-Speed, Multi-Channel Lossless Compression Algorithm for High-Resolution Video on FPGA by Xingkai Du, Longhua Xie, Hongchuan Huang, Huawei Chen, Xiaolong Guo, Tingyu Zhao

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A Parallel Reconstruction Scheme in Fluorescence Tomography Based on Contrast of Independent Inversed Absorption Properties by Xiaolei Song, Ji Yi, Jing Bai

“…In this study the absorption property is estimated from the independent diffusion equations by a gradient-based optimization method with finite element method (FEM) solving the forward model. …”
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Optimizing axial length estimation for intraocular lens power calculation in phacovitrectomy for macula-off retinal detachment by Sukhum Silpa-archa, Chitchanok Samanwongthai, Variya Nganthavee, Korawin Charoensuk

“…These methods included optical biometry, A-scan biometry, and novel decision algorithms. …”
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Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser by Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida

“…We investigate the effect of a memory parameter on the performance of adaptive decision making using a tug-of-war method with the chaotic oscillatory dynamics of a semiconductor laser. …”
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A Review of Fault Detecting Devices for Belt Conveyor Idlers by Fahad Alharbi, Suhuai Luo

“…By synthesizing various research findings, the study assesses the effectiveness of different sensor devices in identifying defects, including built-in sensors, fixed sensor options like acoustic, ultrasonic sensors, cameras, accelerometers, and Distributed Optical Fibre Sensors (DOFS), as well as mobile sensor systems. …”
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Magnetorefractive effect in metallic Co/Pt nanostructures by А. N. Yurasov, D. A. Sayfulina, Т. N. Bakhvalova

“…This study uses the example of multilayer Co/Pt nanostructures (ferromagnetic metal–paramagnetic metal) with a different ratio of ferromagnetic and paramagnetic phases in the visible and near-infrared (IR) spectral regions.Methods. …”
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Using Second-Harmonic Generation Microscopy Images of Bee Honey Crystals to Detect Fructose Adulteration by Manuel H. De la Torre-I, J. M. Flores-Moreno, C. Frausto-Reyes, Rafael Casillas-Peñuelas

“…Second-harmonic generation microscopy is an optical method that images microstructures, such as sugar crystals in bee honey, without the interference of the liquid phase. …”
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Machine learning-based optimization of photogrammetric JRC accuracy by Qinzheng Yang, Ang Li, Yipeng Liu, Hongtian Wang, Zhendong Leng, Fei Deng

“…Finally, the applicability and limitations of the newly proposed method were further discussed.…”
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Multiphase Identification Through Automatic Classification from Large-Scale Nanoindentation Mapping Compared to an EBSD-Machine Learning Approach by Carl Slater, Bharath Bandi, Pedram Dastur, Claire Davis

“…This paper presents a method for classifying nanoindentation maps into proportional fractions of up to five distinct microstructural regions in dual-phase and complex-phase steels. …”
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Microbiome Analysis Using Bronchoscopy for Diagnosis and Prognosis of Lung Disease: A Systematic Review by Ibrahim Syamsuri, Rahel Yuana Sadikim, Sri Wulantini, Isnin Anang Marhana, Muhammad Miftahussurur

“…With their ability to produce antibiotics, influence drug transport, and serve as vehicles or adjuvants for drug delivery, microbial signatures may provide new information on the pathophysiology of different lung illnesses. Most investigations of lung microbiome signatures were previously conducted using bronchoalveolar lavage (BAL) fluid and usually required bronchoscopy, a technique that involves passing an optical device through the airways to visualize the tracheobronchial tree. …”
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Dynamic 3D shape reconstruction under complex reflection and transmission conditions using multi-scale parallel single-pixel imaging by Zhoujie Wu, Haoran Wang, Feifei Chen, Xunren Li, Zhengdong Chen, Qican Zhang

“…The experimental results confirm that the proposed method paves the way for dynamic 3D reconstruction under complex optical field reflection and transmission conditions, benefiting imaging and sensing applications in advanced manufacturing, autonomous driving, and biomedical imaging.…”
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Arc Characteristics of Various Alcohol Solutions in Water Plasma with a Tunable Mist Generation by Soon-Ho Kim, Manabu Tanaka, Takayuki Watanabe

“…The arc temperature was estimated using an optical emission spectrometer based on the Boltzmann plot method. …”
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A Hybrid Solar–Thermoelectric System Incorporating Molten Salt for Sustainable Energy Storage Solutions by Mahmoud Z. Mistarihi, Ghazi M. Magableh, Saba M. Abu Dalu

“…Moreover, this system is a cost-effective, carbon-free, and day-and-night energy source that can be dispatched on the electric grid like any fossil fuel plant under the proposed method, with less maintenance, thus contributing to the UAE’s renewable energy strategy.…”
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Considerations on the choice of experimental parameters in residual stress measurements by hole-drilling and ESPI by C. Barile, C. Casavola, G. Pappalettera, C. Pappalettere

“…Great number of investigations have been carried out to study this phenomenon. Over the years, different techniques have been developed to measure residual stresses; nowadays the combination of Hole Drilling method (HD) with Electronic Speckle Pattern Interferometry (ESPI) has encountered great interest. …”
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THE EMPIRICAL COMPARISON OF DEEP NEURAL NETWORK OPTIMIZERS FOR BINARY CLASSIFICATION OF OCT IMAGES by R. Loganathan, S. Latha

“…The algorithm "gradient descent with momentum" and "Root Mean Square Propagation (RMSP)" are intuitively combined in this method. To classify normal vs. AMD binary data on the optical coherence tomography (OCT) image dataset, the main objective of this work is to determine which optimizer yields the minimum loss and maximum accuracy throughout the training and testing phases of CNN, DNN, and VGG16 models. …”
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Design and Optimization of an Al Doped ZnO in Si-Slot for Gas Sensing by Ritapa Bhattacharjee, N. T. Kejalakshmy, B. M. Azizur Rahman

“…A Silicon waveguide incorporating a vertical slot filled with Al^+3 doped ZnO is proposed for gas sensing. The effect of different device parameters, namely, slot-height, slot-width, and Si-width on two key optical features related to sensing, that is, difference in effective index and differential modal loss, before and after the exposure to gas are investigated using a fully-vectoral finite element method. …”
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Functionally graded AZ91/WC nanocomposite fabricated via friction stir processing using a novel way by Subhi A.D., Abdulkareem M.H., Hussein H.A.

“…In this work, functionally graded AZ91/WC nanocomposites were prepared by a novel multi-step chamber diameter reduction method. The WC nanoparticles were packed into chambers with graded diameters and processed by friction stirring using a tool with four-sided grooved probe. …”
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Filtering Property Based on Ultra-Wide Stopband in Double Sector/Sectorial-Ring Stub Resonator Coupled to Plasmonic Waveguide by Mingfei Zheng, Hongjian Li, Hui Xu, Zhihui He, Zhiquan Chen, Mingzhuo Zhao

“…The characteristic spectral responses of the two novel systems are simulated by using the finite-difference time-domain method. The results show that an ultra-wide stopband is achieved, and a multiple double stub is realized by altering the structure size of the double stub that plays important role in the stopband phenomenon. …”
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