Effect of dietary supplementation of rubber seed kernel pellet on feed utilization, rumen fermentation, fatty acid profiles and health status in swamp buffalo by Nirawan Gunun, Chatchai Kaewpila, Waroon Khota, Thachawech Kimprasit, Pongsatorn Gunun

“…The proportion of propionate (C3) increased linearly (p≤0.04), leading to a decrease in the acetate to propionate ratio (C2:C3) (p≤0.04) with the addition of RUSKEP. …”
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Noninvasive imaging biomarker reveals invisible microscopic variation in acute ischaemic stroke (≤ 24 h): a multicentre retrospective study by Kui Sun, Rongchao Shi, Xinxin Yu, Ying Wang, Wei Zhang, Xiaoxia Yang, Mei Zhang, Jian Wang, Shu Jiang, Haiou Li, Bing Kang, Tong Li, Shuying Zhao, Yu Ai, Jianfeng Qiu, Haiyan Wang, Ximing Wang

“…Combining radiomics with ML models can be an efficient, noninvasive, economical, and reliable technique for evaluating invisible microscopic AIS on NCCT and assisting radiologists to make clinical decisions.…”
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Delta Modulation Technique and Harmonic Analysis for the Modified Quadruple-Diode Boost Regulator Without and With a Voltage Multiplier Unit (VMU) by Walid Emar, Ahmad Aljanaideh, Ala Jaber, Mohammad Musleh, Ali Emar, Mohammed Al-Nairat

“…ANSOFT/SIMPLORER 7, PLECS 4.9.5, and SIMULINK 2021a are further used to simulate the proposed regulator’s linearized version to investigate its frequency response and stability. …”
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Dual-Channel Phase-Tunable Down Converter With LO Frequency Doubling by Yunxin Wang, Hongbiao Zhang, Dayong Wang, Tao Zhou, Feng Yang, Xin Zhong, Zhiyu Chen, Dengcai Yang, Lu Rong

“…The DP-PM is composed by two parallel PMs with different modulation efficiency between orthogonal polarizations. Each bias voltage of the DP-PM can linearly vary the phase shift between the RF and LO modulated optical sidebands. …”
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Estimation of aerosol and cloud radiative heating rate in the tropical stratosphere using a radiative kernel method by J. Gao, J. Gao, Y. Huang, J. S. Wright, K. Li, T. Geng, Q. Yu

“…The prototype aerosol kernels in this work are among the first to target vertically resolved heating rates, motivated by the linearity and separability of scattering and absorbing aerosol effects in the ATAL. …”
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Comparative analysis of data-driven models on detection and classification of electrical faults in transmission systems: Explainability, applicability and industrial implications by Chibueze D. Ukwuoma, Dongsheng Cai, Chiagoziem C. Ukwuoma, Chinedu I. Otuka, Qi Huang

“…These findings highlight the model's potential to improve fault detection accuracy and reliability, contributing to more efficient and secure energy transmission infrastructures.…”
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Artificial Intelligence (AI) approach for the quantification of C-phycocyanin in Spirulina platensis: Hybrid stacking-ensemble model based on machine learning and deep learning by Jun Wei Roy Chong, Kuan Shiong Khoo, Huong-Yong Ting, Iwamoto Koji, Zengling Ma, Pau Loke Show

“…The rising demand for natural pigments in nutraceuticals, pharmaceuticals, and cosmetics has highlighted the need for efficient, non-destructive methods to predict C-phycocyanin (CPC) concentrations in Spirulina platensis. …”
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Design of CMOS Charge-sensitive Amplifier for Coaxial High Purity Germanium Detector by LIU Zhan, HE Gaokui, LIU Haifeng

“…Additionally, it provides an output conversion gain of 5 mV/fC, a linearity deviation of only 0.15%, and a low static power consumption of 12.5 milliwatts. …”
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Implementation of a Laboratory-Developed Test for the Diagnosis of <i>Mycoplasma pneumoniae</i> Using a High-Throughput Approach by Valeria Conciatori, Sarah Di Sopra, Elisa Franchin, Ioannis Bekas, Giuseppe Di Pietra, Ignazio Castagliuolo, Cristiano Salata, Claudia Del Vecchio

“…We evaluated the performance in terms of precision, sensitivity, linearity, and analytical sensitivity, comparing it to the original in-house assay. …”
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Temperature sensor with adjustable frequency band integrated with antenna and perception by Xiangxiang Zhang, Yulong Hou, Rui Feng, Huanting Shi, Junqi Pang, Qiulin Tan

“…The synergy between the patch antenna and the CSRR structure forms an efficient dual-resonance system. Operating in a dual-band mode increases spectral efficiency and adapts to multi-band communication networks. …”
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Adaptive models of the four-switch buck-boost converter by O.V. Vasylenko, G.V. Snizhnoi

“…The proposed models allow analyzing dynamic processes in the FSBB converter, optimally combining such contradictory indicators of simulation quality as accuracy and efficiency. The model for Micro-Cap allows to adequately simulate the transient processes of the power stage of the converter, since it is obtained without prior linearization and averaging, in addition, it can be supplemented with temperature coefficients, this option is absent for the PSIM model. …”
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Forecasting day-ahead electric power prices with functional data analysis by Faheem Jan, Hasnain Iftikhar, Mehwish Tahir, Mehak Khan

“…Day-ahead electricity prices in today’s competitive electric power markets have complex features such as high frequency, high volatility, non-linearity, non-stationarity, mean reversion, multiple periodicities, and calendar effects. …”
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Características vegetativas do coentro submetido a doses do polímero hidroabsorvente e lâminas de irrigação Vegetative characteristics of coriander submited to doses of the hydroge... by João A. C. de Albuquerque Filho, Vera L. A. de Lima, Dimas Menezes, Carlos A. V. Azevedo, José Dantas Neto, José G. da Silva Júnior

“…At two stages of coriander growth the water use efficiency, the yield of green and dry matter, and the number of plants increased linearly with the elevation of dose of the polymer, when the smallest water depth was applied, except in the prediction of the height of plants at the first stage of planting according to quadratic model. …”
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Exploration of the Ignition Delay Time of RP-3 Fuel Using the Artificial Bee Colony Algorithm in a Machine Learning Framework by Wenbo Liu, Zhirui Liu, Hongan Ma

“…To improve training efficiency, the temperature feature was linearized using a 1000/T transformation. …”
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Design, Fabrication, Characterization, and Application of an Ultra-High Temperature 6H-SiC Sapphire Fiber Optic Vibration Sensor by Yigang Huang, Fei Tang, Dawei Ma, Zhenjun Liu, Xiaohao Wang

“…The sensor&#x0027;s output voltage is linearly correlated with the vibration acceleration from ambient temperature to 800&#x00A0;&#x00B0;C, making the acceleration measurement sensitivity 17.86&#x00A0;mV&#x002F;g at 800&#x00A0;&#x00B0;C. …”
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Facing depression: evaluating the efficacy of the EmpkinS-EKSpression reappraisal training augmented with facial expressions – protocol of a randomized controlled trial by Marie Keinert, Lena Schindler-Gmelch, Lydia Helene Rupp, Misha Sadeghi, Klara Capito, Malin Hager, Farnaz Rahimi, Robert Richer, Bernhard Egger, Bjoern M. Eskofier, Matthias Berking

“…Outcomes will be analyzed with multiple methods, such as hierarchical and conventional linear models and machine learning. Discussion If shown to be feasible and effective, the inclusion of kinesthesia into both psychotherapeutic diagnostics and interventions may be a pivotal step towards the more prompt, efficient, and targeted treatment of individuals with depression. …”
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The endothelial activation and stress index is a potential prognostic indicator for patients with acute pancreatitis managed in the intensive care unit: a retrospective study by Jianjun Wang, Jianjun Wang, Xi Chen, Chuan Qin, Xintao Zeng, Xiaobo Du, Decai Wang, Decai Wang

“…The RCS curves suggested a non-linear relationship between log2 (EASIX) and 28- and 90-day ACM. …”
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Predicting the strengths of basalt fiber reinforced concrete mixed with fly ash using AML and Hoffman and Gardener techniques by Kennedy C. Onyelowe, Viroon Kamchoom, Shadi Hanandeh, Ahmed M. Ebid, José Luis Llamuca Llamuca, Juan Carlos Cayán Martínez, Evlin Rose, Paul Awoyera, Siva Avudaiappan

“…These models benefit from advanced ensemble techniques that efficiently handle non-linear patterns and noise. SVR also performs admirably, whereas GEP and GMDHNN exhibit weaker predictive capabilities due to limitations in handling complex data dynamics. …”
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Influence of structural surface roughness on the strength of layered fill bodies based on PFC2D by Jinxing WANG, Zongsheng HU, Huazhe JIAO, Xiaolin YANG, Qi ZHANG, Xiaohui LIU, Ping XU, Junqiang XU, Xun CHEN

“…The cracks form as large macroscopic fractures in the vertical direction, indicating that as the interface roughness increases, the quality of the bonding surface improves, leading to more efficient usage of the overall mechanical properties of the specimens. …”
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Modeling regional aboveground carbon stock dynamics affected by land use and land cover changes by A.D. Malik, M.C.W. Arief, S. Withaningsih, P. Parikesit

“…Vegetation biomass was assessed using an allometric equation, and aboveground carbon stock data were extrapolated to the landscape scale using a linear regression model of measured carbon stocks and the Normalized Difference Vegetation Index derived from recent satellite imagery.FINDINGS: Vegetated areas were predominant in 2009 and 2021. …”
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