Acoustic Fabry–Perot Resonance Detector for Passive Acoustic Thermometry and Sound Source Localization by Yan Yue, Zhifei Dong, Zhi-mei Qi

“…The SSL accuracy can be improved by substituting the sound speed measured in real time into the MUSIC algorithm. The AFPRD’s passive ATM function was verified in an anechoic room with white noise as low as 17 dB, and the ATM accuracy reached 0.4 °C. …”
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Improved Multi-Size, Multi-Target and 3D Position Detection Network for Flowering Chinese Cabbage Based on YOLOv8 by Yuanqing Shui, Kai Yuan, Mengcheng Wu, Zuoxi Zhao

“…Among them, mAP50 and mAP75 reach 91.8% and 61.6%, respectively, representing an improvement of 2.9% and 4.7% over the original network. …”
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Research on Detection of Icing Cover Transmission Lines Under Different Weather Conditions Based on Wide-Field Dynamic Convolutional Network LDKA-NET by Xinsheng Dong, Yuanhao Wan, Yongcan Zhu, Chao Ji

“…Experimental results show that on the dataset proposed in this paper, the average accuracy of the improved algorithm (mAP@0.5) reaches 99.01%. The model parameters decreased by 47.7 M compared with the baseline model and 91.26 M compared with the Faster region with CNN feature (Faster R-CNN) model. …”
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Italian EoExpert panel recommendation for disease control, switching criteria, and follow-up in eosinophilic esophagitis from pediatric to adult age by Edoardo Vincenzo Savarino, Matteo Fassan, Nicola de Bortoli, Claudio Romano, Antonio Di Sabatino, Roberto Penagini, Francesca Racca, Giovanni Sarnelli, Salvatore Oliva

“…Objectives: To gather insights on comprehensive assessment of EoE, comprising clinical, endoscopic, histological outcomes, adaptive behaviors and HRQoL; to define proper evaluation of disease control and impact of continuous versus noncontinuous treatment to reach full disease control. Finally, to validate an algorithm for disease control, switching criteria, and follow-up. …”
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Management of water scarcity in arid areas: a case study (Ziz Watershed) by Ismail Elhassnaoui, Zineb Moumen, Manuela Tvaronavičienė, Mohamed Ouarani, Mohamed Ben-Daoud, Issam Serrari, Ikram Lahmidi, M.A.S. Wahba, Ahmed Bouziane, Driss Ouazar, Moulay Driss Hasnaoui

“…The real-time dam management algorithm is based on water balance equation and rule curves. …”
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Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations. by Cécile Triay, Alice Boizet, Christopher Fragoso, Anestis Gkanogiannis, Jean-François Rami, Mathias Lorieux

“…NOISYmputer is consistently more efficient than the two other software tested and reaches average breakpoint precision of 99.9% and average recall of 99.6% on illumina simulated dataset. …”
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Vegetation growth monitoring based on ground-based visible light images from different views by Yanli Chen, Lu Huang, Cheng Chen, Ying Xie

“…The results showed that: (1) machine learning algorithm was suitable for green vegetation segmentation of multi-view images. …”
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Integrating Active Disturbance Rejection Control and Input Shaping for Enhanced Vibration Control of Warehouse Single Mast Stacker Crane by Thi Ly Tong, Duy Canh Nguyen, Minh Duc Duong

“…Warehouse single mast stacker cranes, which can reach heights of 80 meters, are becoming increasingly popular in the e-commerce sector as automated storage solutions due to their many benefits. …”
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Integration of acoustic, optical, and electrical methods in picoliter droplet microfluidics for rare particles enrichment by Huasheng Zhuo, Chunhua He, Canfeng Yang, Xian Jiang, Fan Li, Xiangliang Yang, Hai Yang, Tuying Yong, Zhiyong Liu, Yan Ma, Lei Nie, Guanglan Liao, Tielin Shi

“…The optical fibers with an enhanced detection algorithm greatly boost optical detection sensitivity. …”
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Shells and Spheres: An n-Dimensional Framework for Medial-Based Image Segmentation by Aaron Cois, John Galeotti, Robert Tamburo, Michael Sacks, George Stetten

“…For the automated 3D algorithm, the only manual interaction consists of tracing a single contour on a 2D slice to optimize parameters, and identifying an initial point within the target structure.…”
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100-m-resolution surface soil moisture data during the thawing season on the Qinghai‒Tibet Plateau by Zhibin Li, Lin Zhao, Lingxiao Wang, Guangyue Liu, Erji Du, Defu Zou, Guojie Hu, Zanpin Xing, Chong Wang, Shibo Liu, Minxuan Xiao, Luhui Yin, Yiwei Wang

“…Based on Sentinel-1&2 and measured SM data, we developed an SM retrieval algorithm for the ascending and descending orbits. …”
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Optimization of Classification Track Assignment Considering Block Sequence at Train Marshaling Yard by Yingqun Zhang, Rui Song, Shiwei He, Haodong Li, Xiaole Guo

“…A numerical experiment based on a real-world case is analyzed, and the result can be reached within a reasonable amount of time. We also discussed a number of factors that may affect the track assignment and gave suggestions for the real-world case.…”
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Interpretable machine learning model of effective mass in perovskite oxides with cross-scale features by Changjiao Li, Zhengtao Huang, Hua Hao, Zhonghui Shen, Guanghui Zhao, Ben Xu, Hanxing Liu

“…However, previous works were mainly devoted to algorithm improvement, while the essential multi-scale characteristics are not well addressed. …”
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Identification and Characterization of Fiber Optic Imaging Bundle Structures in Endoscopic Fringe Projection Systems by Jannis Drangmeister, Markus Kästner, Eduard Reithmeier

“…Endoscopic fringe projection is used to perform inspections of hard-to-reach areas. In order to transfer fringe patterns from a projector to the specimens’ surface, fiber optic imaging bundles (FOIB) can be employed. …”
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Performances Comparison for a Rotating Shaft Suspended by 4-Axis Radial Active Magnetic Bearings via 𝜇-Synthesis, Loop-Shaping Design, and Sub(𝐻)∞with Uncertainties by G. Barbaraci, G. Virzi' Mariotti

“…The first controller implemented for this purpose is PID controller that is characterized by an algorithm that leads the amplifier to produce control current until the operating point condition is not reached, this is obtained by an integration operator. …”
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Detecting Botrytis Cinerea Control Efficacy via Deep Learning by Wenlong Yi, Xunsheng Zhang, Shiming Dai, Sergey Kuzmin, Igor Gerasimov, Xiangping Cheng

“…Experimental results show that the validation loss of this method reaches 0.007, with a mean absolute error of 0.0148, outperforming other comparative models. …”
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Design of a Deep Learning-Based Metalens Color Router for RGB-NIR Sensing by Hua Mu, Yu Zhang, Zhenyu Liang, Haoqi Gao, Haoli Xu, Bingwen Wang, Yangyang Wang, Xing Yang

“…Notably, the optical efficiency of this design reaches 40%, significantly surpassing the efficiency of traditional color filters.…”
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Improvement of lifetime in the power electronic drive of a BLDCM through the optimization of Fuzzy Logic Control by M. García López, P. Ponce, L. A. Soriano, A. Molina, J. J. Rodriguez

“…In this work, a fuzzy controller optimization through of PSO algorithm is proposed, this controller design considers the semiconductors temperature and the speed of BLDCM, it allows to increase power electronics lifetime at the same time that the speed desired is achieved. …”
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An Optimized Maximum Second-Order Cyclostationary Blind Deconvolution and Bidirectional Long Short-Term Memory Network Model for Rolling Bearing Fault Diagnosis by Jixin Liu, Liwei Deng, Yue Cao, Chenglin Wen, Zhihuan Song, Mei Liu, Xiaowei Cui

“…Initially, an adaptive golden jackal optimization (GJO) algorithm is employed to refine important CYCBD parameters. …”
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Learning atomic forces from uncertainty-calibrated adversarial attacks by Henrique Musseli Cezar, Tilmann Bodenstein, Henrik Andersen Sveinsson, Morten Ledum, Simen Reine, Sigbjørn Løland Bore

“…We propose the Calibrated Adversarial Geometry Optimization (CAGO) algorithm to discover adversarial structures with user-assigned errors. …”
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