Operation Analysis of Automated Unit for Magnetic Pulse Treatment of Garden Strawberry by A. Yu. Izmaylov, D. O. Khort, R. A. Filippov, A. I. Kutyrev, I. G. Smirnov

“…(Research purpose) To analyze systems of adaptation of the working elements of an automated unit in field conditions during the technological operation of magnetic pulse treatment of strawberry. (Materials and methods) To ensure the quality of the technological operation of irradiating plants with a low­frequency magnetic field, as well as to maintain the required value of magnetic induction in the working area, an automated system of adaptation of the working elements of the unit has been developed. …”
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Dual-feature speech emotion recognition fusion algorithm based on wavelet scattering transform and MFCC by YING Na, WU Shunpeng, YANG Meng, ZOU Yujian

“…The proposed algorithm outperforms traditional wavelet scattering coefficient-based methods, achieving accuracy improvements of 2.82%, 2.85%, and 5.92%, respectively. …”
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Spatiotemporal variation of the association between climate dynamics and HFRS outbreaks in Eastern China during 2005-2016 and its geographic determinants. by Junyu He, George Christakos, Jiaping Wu, Bernard Cazelles, Quan Qian, Di Mu, Yong Wang, Wenwu Yin, Wenyi Zhang

“…A methodological synthesis that involves a time-frequency technique, a composite space-time model, hotspot analysis, and machine learning is implemented in the study of (a) the association between HFRS incidence spread and climate dynamics and (b) the geographic factors impacting this association over Eastern China during the period 2005-2016. …”
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Training and synchronizing oscillator networks with Equilibrium Propagation by Théophile Rageau, Julie Grollier

“…Scaling up oscillator-based systems requires advanced gradient-based training methods that also ensure robustness against frequency dispersion between individual oscillators. …”
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Study on Fatigue Allowance Formulation Based on Physiological Measurements by Li Qu, Juntong Zhang, Di Wang, Lin Zhang, Zhunan Wu

“…The study conducted fatigue measurement experiments based on physiological measurement methods, including exercise fatigue tests at different frequencies and work fatigue tests over varying durations. …”
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Asymmetric Hairpin Winding Design for Losses Reduction with Thermal Analysis for an Electric Vehicle Case Study by Sara M. Ismaeel, Mohamed N. Ibrahim, Essam M. Rashad, Peter Sergeant

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Circadian rhythm disruption by PARP inhibitors correlates with treatment toxicity in patients with ovarian cancer and is a predictor of side effectsResearch in context by Deeksha Malhan, Janina Hesse, Nina Nelson, Kay Stankov, Jessica Nguyen, Ouda Aboumanify, Josefin Garmshausen, Gunther Rogmans, Bastian Czogalla, Jens Gerber, Martin Koch, Tomáš Kupec, Oliver Tomé, Ralf Witteler, Mustafa Deryal, Michael Eichbaum, Jalid Sehouli, Elena Ioana Braicu, Angela Relógio

“…However, treatment-related toxicity remains a critical challenge, impacting patient quality of life and treatment adherence. Methods: In a circadian sub-study of the MAMOC trial—a double-blind, phase III study—42 patients (FIGO stage IIIA-IV) were randomised in a 2:1 ratio to receive rucaparib or placebo. …”
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Automatiс Operation of a Rotary Garden Cultivator by Viktor N. Zvolinsky, Maksim A. Mosyakov

“…The paper discusses the advantages of power-driven tillage tools as compared with machines with passive working elements, which provide for quick changing and controlling of the quality of soil crumbling, guided by the condition of the treated areas and the engine power of the power source used. …”
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Breakage Monitoring of Executive Body Cutters in Continuous Miner According to Mechanical Vibration Parameters. Part 1. Research Methodology by V. K. Sheleg, A. S. Romanovich, I. A. Konoplianik

“…It should be noted that in the technically complex equipment of the mining industry, in particular in mining machines, there are many sources of vibration, the vibtaions of which are superimposed on each other. …”
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Failure analysis of solar wheel broken teeth of wind turbine yaw drives by LI Xuwang, HUANG Chengyan, LI Guifang, FAN Huan, WANG Han, WEI Yufeng

“…The phenomenon of partial load broken tooth is improved after machining technique and tooth shape optimization.…”
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Characteristics of five-phase acupoints from data mining of randomized controlled clinical trials followed by multidimensional scaling by Seoyoung Lee, Yeonhee Ryu, Hi-Joon Park, In-Seon Lee, Younbyoung Chae

“…In this study, we used machine-learning methods to examine clinical trial data for diseases treated using prescribed five-phase acupoint patterns. …”
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Graph-based fault diagnosis for rotating machinery: Adaptive segmentation and structural feature integration by Moirangthem Tiken Singh

“…Traditional fault diagnosis methods often rely on manual expertise or deep learning models that require high computational resources and lack transparency, limiting their practicality in real-world settings. …”
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Complex-Valued CNN-Based Defect Reconstruction of Carbon Steel from Eddy Current Signals by Bing Chen, Tengwei Yu

“…Experimental results on carbon steel specimens with standard electrical discharge machining (EDM) notches under multi-frequency excitation confirm these advantages. …”
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Fault Diagnosis under Variable Working Conditions Based on STFT and Transfer Deep Residual Network by Yan Du, Aiming Wang, Shuai Wang, Baomei He, Guoying Meng

“…Fault diagnosis plays a very important role in ensuring the safe and reliable operations of machines. Currently, the deep learning-based fault diagnosis is attracting increasing attention. …”
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Optimization of Serum and Salivary Cortisol Interpolation for Time-Dependent Modeling Frameworks in Healthy Adult Males by Nathaniel T. Berry, Travis Anderson, Christopher K. Rhea, Laurie Wideman

“…This allows researchers to sample biomarkers at biologically relevant frequencies and subsequently match necessary sampling frequencies during the data processing stage of various machine learning workflows.…”
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Electric Drive for an Agricultural Vehicle by A. P. Sporov, D. Yu. Pisarev, A. S. Parakhnich

“…(Materials and methods) The VAZ 111 Oka car was chosen as an experimental vehicle model with an electric drive, since it has a light weight of 645 kilograms, a simple design and a low cost. …”
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The Concept and Measurements of an Adjustable Holder for Large Magnets Applicable for a THz Undulator Working in Superradiant Emission by Paweł J. Romanowicz, Jarosław Wiechecki, Daniel Ziemiański, Robert Nietubyć, Paweł Krawczyk

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Health Status of Hemodialysis Patients with End Stage Kidney Disease in Kirkuk City by Mujda Najim Taha, Abid Salih Kumait

“… Background: Hemodialysis is a treatment for end-stage renal disease (ESRD) in which a machine filters waste and excess fluids from the blood for patients whose kidneys can no longer perform this function on their own. …”
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Substantiating the Design Parameters of a Cleaner of Root Crops from Soil by Vladimir I. Kurdyumov, Yuri M. Isaev, Andrey A. Pavlushin, Egor M. Gorelyshev

“…With the water consumption for washing a unit of mass of soiled root crops up to 200–400%, the use of water creates a huge problem including soiled water treatment. The dry method of cleaning root crops is most common in practice and involves the use of appropriate machines, which are not always able to provide the required quality of the finished product. …”
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Seismic Mitigation Performance and Damage of Prefabricated Base Isolation Structure Based on the Shaking Table Test by WU Zhongtie, FAN pingping, LIU Yanhui, LI Wanrun

“…Meantime, The dimensions, reinforcement configurations and assembly methods of precast reinforced concrete beams, slabs and columns are given. …”
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