Machine learning-based identification of elite genotypes in the endangered Nilgirianthus ciliatus through qualitative and quantitative trait analysis by Pavan K. Kumar, Collince Omondi Awere, Anitha R. Kumari, Andaç Batur Çolak, Mustafa Bayrak, Fredrick Otieno Ogolla, Suresh Govindan, Manikandan Ramesh

“…This study would serve as a foundation for understanding the use of artificial neural networks in elite genotype selection for efficient secondary metabolite synthesis.…”
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Towards assessing cortical bone porosity using low-frequency quantitative acoustics: A phantom-based study. by Florian Vogl, Benjamin Bernet, Daniele Bolognesi, William R Taylor

“…The results of this work opens perspectives for the efficient development of a multi-frequency, multi-mode approach to screen, diagnose, and monitor bone pathologies in individuals.…”
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A New Scheduling Quantitative Feedback Theory-Based Controller Integrated with Fault Detection for Effective Vibration Control by R. Jeyasenthil, Yang-Sup Lee, Seung-Bok Choi

“…The set of feedback controllers are designed using quantitative feedback theory (QFT) for fault-free and faulty systems. …”
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Quantitative characterization of power-law fracture networks: A fully coupled perspective on water inrush in coal seams by Kai Wang

“…Water inrush events during coal seam mining, especially in the presence of gas, pose a significant threat to operational efficiency and miner safety. Existing models are insufficient to fully capture the complex interactions between fracture networks, mining-induced stress changes, gas presence, and water seepage. …”
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Quantitative Evaluation of Water Vapor Permeability Coefficients of Earth Materials Under the Influence of Density and Particle Size Distribution by Jun Mu, Shenwei Yu

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Qualitative and quantitative characterization of mutations and genetic diversity analysis in M2 populations of chilli (Capsicum annuum L.) by Nazarul Hasan, Sana Choudhary, Neha Naaz, Nidhi Sharma, Megha Budakoti, Dinesh Chandra Joshi, Mahendar Singh Bhinda, Rafiul Amin Laskar

“…Mutants selected from treatments, including EMS1, EMS2, EMS3, MMS1 and MMS2, and Pb1, Pb2, and Cd1 could be used to develop an efficient and fast crop variety with desirable traits, and the mutagen EMS and MMS are more effective than Cd(NO3)2 and Pb(NO3)2.…”
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Enhanced speed control of pipeline pigs with adjustable bypass using quantitative feedback theory and cascade PID algorithm by Xiaoxiao Zhu, Haokun Wang, Yichen Zhang, Shimin Zhang

“…The model, implemented using the Simulink toolbox, shows that this approach can quickly stabilize the pig’s speed, effectively managing continuous variations and enhancing the efficiency and safety of pipeline pigging.…”
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Determination of the Quantitative Characteristics of the Engine of a Household Power Plant when Using Generator Gas as an Alternative Fuel by Plotnikov S. A., Buzikov Sh. V., Kartashevich A. N., Zubakin A. S.

“…As a result, for the first time, there were obtained quantitative indicators of fuel efficiency and toxicity of exhaust gases of the small-displacement engine GG-2700 with a working volume of 1563 cm3 when using commercial fuel (gasoline) and generator gas. …”
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Policy texts and actions: quantitative evaluation of the hierarchical medical system policy in China based on the PMC-Index model by Liping Fu, Ruizhen Wang, Yu Dong

“…A comprehensive evaluation of HMS policies is essential to maximize their impact, streamline execution, and ensure the system’s sustainability and efficiency. Methods This study develops an assessment system for HMS policies using the Policy Modeling Research Consistency Index (PMC-Index) model and then conducts a quantitative analysis of 137 HMS policies from the central government and 30 provinces. …”
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Quantitative study on the fate of residual soil nitrate in winter wheat based on a 15N-labeling method. by Jing-Ting Zhang, Zhi-Min Wang, Shuang-Bo Liang, Ying-Hua Zhang, Shun-Li Zhou, Lai-Qing Lu, Run-Zheng Wang

“…Quantifying the utilization and losses of RSN is a fundamental necessity for optimizing crop N management, improving N use efficiency, and reducing the impact derived from farmland N losses on the environment. …”
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Quantitative assessment of steel reinforcement effects on gamma-ray shielding in reinforced concrete using Monte Carlo simulations by Sanchit Saxena, Suman Kumar, Hrishikesh Sharma, Poonam Kumari

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A NEW MODEL OF TRANSIENT ISCHEMIA OF RABBIT EYES AND A QUANTITATIVE ASSESSMENT OF ISCHEMIA DEGREE USING OPHTHALMOPLETHYSMOGRAPHY by N. B. Chesnokova, A. V. Grigoryev, K. N. Mustafayeva, O. V. Beznos

“…The proposed experimental model of transient rabbit ischemia developed by us may be used to study the efficiency of drugs affecting the intensity of ocular blood flow. …”
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Quantitative Assessment of the Effect of Instability Levels on Reactive Human Postural Control Using Different Sensory Organization Strategies by Vaidotas Gudžiūnas, Aurelijus Domeika, Berta Ylaitė, Donatas Daublys, Linas Puodžiukynas

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Development of a TaqMan-based quantitative real-time PCR for the detection of Porcine circovirus type 3 by Zhiqiang Hu, Zhiqiang Hu, Ranran Lai, Wei Xu, Ran Guan, Ran Guan, Mingxiang Li, Mingxiang Li, Zhimin Zhang, Zhimin Zhang, Guiying Hao, Guiying Hao, Guangwen Yan, Guangwen Yan

“…Consequently, there is an urgent need for a highly sensitive, cost-effective, and efficient method for the detection of clinical samples. …”
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Developing a quantitative framework for watershed sustainable development: The ecology-water energy food (E-WEF) approach by Lin Zhang, Lingjian Kong, Xingyue Ji, Yanhui Ren, Can Lin, Zhaohua Lu

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Erosion of porphyry copper deposits estimated by quantitative elemental content analysis on the example of Aktogay and Sungun ore fields by T. P. Morozova, V. V. Dyakonov

“…Porphyry copper deposits are attracting increased attention, which determines the relevance of studying their geochemical patterns to ensure a greater efficiency of geological fore casting. Aim. To establish distribution patterns of geochemical elemental associations in porphyry cop per deposits with respect to different levels of erosion by comparing the geochemical features of primary halos at the current level of the erosion section of the Aktogay porphyry copper ore field (Kazakhstan) and the results of geochemical testing of wells of the Sungun porphyry copper de posit (Iran). …”
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Quantitative Characterization and Determination of the Main Factors That Control Fracture Development in the Lower Paleozoic Shale in Southeastern Chongqing, China by Zhiping Zhang, Xiangye Kong, Qing Chen, Ye Zhang, Zhi Deng, Chuan Yu, Zhian Lei, Haijie Zhang, Xiaofeng Wang, Guanghua Yao, Licheng Yang, Xianfeng Tan

“…Therefore, identifying the main factors that control the development of natural fractures in the Longmaxi and Niutitang Formations in southeastern Chongqing has a guiding significance for the efficient development of shale reservoirs in this area. …”
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Quantitative control of interfacial structure and thermal conductivity between diamond and copper via thermal diffusion of alloying element by Yizhe Cao, Bo Li, Lei Liu, Shaolong Li, Dongxu Hui, Shaodi Wang, Huiying Liu, Xin Li, Xin Zhang, Shengyin Zhou, Shufeng Li

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An Intelligent Smart Dynamic Feature Analysis Based Approach by Utilizing Deep Learning to Improve the Breast Cancer Detection by Seong-O Shim, Lal Hussain, Eesa Alsolami, Monagi H. Alkinani

“…The model was also trained using Quantization aware training (QAT) to enable efficient deployment on low-resource devices without significant performance degradation. …”
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Absolute purity determination of an organic fluorine pharmaceutical voriconazole via quantitative 19F NMR and method validation by Nahoko Uchiyama, Junko Hosoe, Kohei Kiyota, Takanori Komatsu, Naoki Sugimoto, Kyoko Ishizuki, Tatsuo Koide, Mika Murabayashi, Taeko Shinozaki, Yoshinori Fujimine, Katsuya Ofuji, Hitoshi Shimizu, Kazuhiro Fujita, Takashi Hasebe, Yumi Asai, Eri Ena, Yoshinobu Makino, Toru Miura, Yasuhiro Muto, Katsuo Asakura, Takako Suematsu, Hitomi Abe, Ai Kohama, Takashi Goto, Masu Yasuda, Tomohiko Ueda, Yukihiro Goda

“…The 19F NMR spectrum has a smaller number of signals than 1H NMR, therefore, quantitative 19F NMR (19F-qNMR) can replace quantitative 1H NMR (1H-qNMR) for the absolute quantitation of organic fluorine-bearing compounds. …”
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