Transcriptome size matters for single-cell RNA-seq normalization and bulk deconvolution by Songjian Lu, Jiyuan Yang, Lei Yan, Jingjing Liu, Judy Jiaru Wang, Rhea Jain, Jiyang Yu

“…ReDeconv introduces a scRNA-seq normalization approach, Count based on Linearized Transcriptome Size (CLTS), which corrects differential expressed genes typically misidentified by standard count per 10 K normalization, as confirmed by orthogonal validations. …”
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Different Stability-Indicating Chromatographic Techniques for the Determination of Netobimin by Nesrin K. Ramadan, Afaf O. Mohamed, Sara E. Shawky, Maissa Y. Salem

“…The spots were scanned densitometrically at 346 nm. Linearity ranges were 1–10 μg/mL for method (A) and 0.5–5 μg/band for method (B), and the mean percentage recoveries were 99.3±0.7% and 99.7±0.7% for methods (A) and (B), respectively. …”
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RP-HPLC Method for the Determination of Cinitapride in the Presence of its Degradation Products in Bulk Drug by S. M. N. Roy, Kiran V. Mangaonkar, A. Y. Desai, Santosh M. Yetal

“…The method was validated by determining its specificity, linearity, precision and accuracy. The developed method with good separation of all degradation products from drug could be successfully applied for the determination of cinitapride in the presence of its degradation products in the bulk drug. …”
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Low‐carbon scheduling model of multi‐virtual power plants based on cooperative game considering failure risks by Chen Wu, Zhinong Wei, Yang Cao, Yiteng Xu, Tiantian Wei, Haiteng Han, Sheng Chen, Haixiang Zang

“…Second, the bi‐level scheduling model is linearized based on the Strong Duality Theorem and Karush‐Kuhn‐Tucker (KKT) condition. …”
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HPLC Analysis and Antioxidant Evaluation of Acteoside-Rich Osmanthus fragrans Extracts by Sung-Ho Lee, Seong-Wook Seo, Seung-Yub Song, Deuk-Sil Oh, Jung-Hyun Shim, Goo Yoon, Ye-Yong Choi, Do-Kyung Kim, Jae-Sung Kim, In-Soo Yoon, Seung-Sik Cho

“…Hot water and ethanolic extracts of Osmanthus fragrans leaves and flowers were analyzed for acteoside content. Excellent linearity was obtained, with an r2 higher than 0.999. …”
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Microbiome turnover during offspring development varies with maternal care, but not moult, in a hemimetabolous insect by Cheutin, Marie-Charlotte, Boucicot, Manon, Meunier, Joël

“…The 218 samples obtained showed that the microbiome diversity changed non-linearly during development and that these changes were associated with bacterial biomarkers. …”
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Generation of 10 kT axial magnetic fields using multiple conventional laser beams: A sensitivity study for kJ PW-class laser facilities by Jue Xuan Hao, Xiang Tang, Alexey Arefiev, Robert J. Kingham, Ping Zhu, Yin Shi, Jian Zheng

“…This method is particularly well-suited for multi-kilojoule petawatt-class laser systems like SG-II UP, which are designed with multiple linearly polarized beamlets. Utilizing three-dimensional kinetic particle-in-cell simulations, we examine critical factors for a proof-of-principle experiment, such as laser polarization, relative pulse delay, phase offset, pointing stability, and target configuration, and their impact on magnetic field generation. …”
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Study on the heat transfer characteristics of mine roadway surrounding rock under periodic airflow temperature: Numerical simulation and experimental validation by Mingyan Guo, Yueping Qin, Dongyang Han, Fei Tang, Shibin Wang, Hairong Wang

“…(iii) With the increase of depth, the amplitude of temperature fluctuation in surrounding rock decreases rapidly in a negative exponential function trend, and the delay phase increases linearly. (iv) The formula of dimensionless wall heat flux wave of surrounding rock was obtained by fitting.…”
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Rapid Screening and Quantitative Determination of Active Components in Qing-Hua-Yu-Re-Formula Using UHPLC-Q-TOF/MS and HPLC-UV by Xin Shao, Jie Zhao, Xu Wang, Yi Tao

“…The method was well validated with respect to specificity, linearity, limit of detection, limit of quantification, precision, stability, and recovery. …”
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Equivalent Circuit Parameter Measurement of Multiphase Induction Machine by Exploitation of Space Harmonic Relations by Omer Ikram Ul Haq, R. S. Kanchan, Sjoerd G. Bosga, Luca Peretti

“…These measured parameters are used for the field-oriented control of each torque-producing vector space, whose performances are analyzed by quantifying the measured output torque error and linearity.…”
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Investigating the Effect of In Ovo Injection of Silver Nanoparticles on Fat Uptake and Development in Broiler and Layer Hatchlings by Lane Pineda, André Chwalibog, Ewa Sawosz, Anna Hotowy, Jan Elnif, Filip Sawosz

“…Oxygen consumption and subsequently FU did not increase linearly following AgNano treatment. FU was lower in hatchlings treated with 50 and 100 mg AgNano/kg, but surprisingly not in hatchlings treated with 75 mg AgNano/kg. …”
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Different Spectrophotometric Methods for Simultaneous Determination of Trelagliptin and Its Acid Degradation Product by Shereen Mowaka, Bassam M. Ayoub, Mostafa A. Hassan, Wafaa A. Zaghary

“…Using Spectra Manager II and Minitab v.14 software, the absorbance at 274 nm–260.4 nm, amplitudes at 260.4 nm–274.0 nm, and mean-centered values at 287.6 nm–257.2 nm were measured against methanol as a blank for TRG and TAD, respectively. Linearity and the other validation parameters were acceptable at concentration ranges of 5–50 μg/mL and 2.5–25 μg/mL for TRG and TAD, respectively. …”
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Experimental Study on Dynamic Performance of Rock-Concrete Composite with Different Thickness Ratios by Qi Ping, Kaifan Shen, Qi Gao, Chen Wang, Shuo Wang, Yulin Wu, Jing Hu

“…The results show that with the increase of the proportion of rock in the composite, the dynamic compressive strength increases gradually, and the dynamic elastic modulus increases linearly. When the rock thickness increases, the average strain rate decreases and the peak strain decreases. …”
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Assessment of Functionals for First-Principle Studies of the Structural and Electronic Properties of δ-Bi2O3 by D. H. Galván, R. Núñez-González, R. Rangel, P. Alemany, A. Posada-Amarillas

“…Fully relativistic full-potential density functional calculations with an all-electron linearized augmented plane waves plus local orbitals method were carried out to perform a comparative study on the structural and electronic properties of the cubic oxide δ-Bi2O3 phase, which is considered as one of the most promising materials in a variety of applications including fuel cells, sensors, and catalysts. …”
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Direct Torque Control of Dual Three Phase Induction Motor fed by Direct Power Control Rectifier using Fuzzy Logic Speed Controller by Radhwane Sadouni, M’hamed Sahnoun, Ilyes Zababe, Hassen Reghioui

“…Traditional control methods, such as Proportional-Integral-Derivative (PID) controllers, often face performance issues when motor system parameters vary or exhibit non-linearity. To tackle these challenges, we propose a fuzzy logic-based speed controller for DTC, which enhances adaptability to system dynamics without necessitating a precise mathematical model. …”
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Fast Determination of the Main Reduced Sulfur Species in Aquatic Systems by a Direct and Second-Derivative Spectrophotometric Method by Sébastien Dupraz, Bénédicte Ménez, François Guyot

“…The method displays low accuracy mean and low relative standard deviation (<4%) as well as a good linearity (R2 > 0.999). Accordingly, this method represents a very robust alternative in terms of cost and rapidity for the quantification of reduced sulfur species in different aquatic environments, from freshwaters to saline and polluted systems.…”
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Moisture Susceptibility of Warm Mix Asphalt (WMA) with an Organic Wax Additive Based on X-Ray Computed Tomography (CT) Technology by Jie Ji, Hui Yao, Zhikai Yuan, Zhi Suo, Ying Xu, Pengfei Li, Zhanping You

“…The indirect tensile strength and tensile strength ratio of the samples decreased linearly, and the samples were sensitive to the moisture damage with the increases of increase ratio of the air void/moisture content in aggregates.…”
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A Modified o-Phthalaldehyde Fluorometric Analytical Method for Ultratrace Ammonium in Natural Waters Using EDTA-NaOH as Buffer by Hongzhi Hu, Ying Liang, Shuo Li, Qing Guo, Chancui Wu

“…EDTA did not obviously affect the fluorometric intensity. The linearity range of the proposed method was 0.032–0.500 µmol/L, 0.250–3.00 µmol/L, and 1.00–20.0 µmol/L at the excitation/emission slit of 3 nm/5 nm, 3 nm/3 nm, and 1.5 nm/1.5 nm, respectively. …”
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RP-HPLC Method Development and Validation for the Determination and Stability Indicative Studies of Montelukast in Bulk and its Pharmaceutical Formulations by A. Patnaik, S. S. Panda, S. Sahoo, V. J. Patro

“…Retention time was found to be 3.08 min. The linearity was found to be in the concentration range of 10-100 μg/mL. …”
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A New Kinetic Spectrophotometric Method for the Quantitation of Amorolfine by César Soto, Cristian Poza, David Contreras, Jorge Yáñez, Fallon Nacaratte, M. Inés Toral

“…In order to maximize the sensitivity, different experimental reaction parameters were carefully studied via factorial screening and optimized by multivariate method. The linearity, intraday, and interday assay precision and accuracy were determined. …”
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