Digital identification and adulteration analysis of Codonopsis Radix and Stellariae Radix based on the “digital identity” of chemical compositions by Xianrui Wang, Jiating Zhang, Wenguang Jing, Xiaohan Guo, Minghua Li, Xianlong Cheng, Feng Wei

“…Finally, the above “digital identities” of CR and SR were used as benchmarks for matching positive samples and market samples to provide feedback on the matching credibility (MC) for identification and adulteration analysis.ResultsThe results showed that based on the “digital identities” of CR and SR, the digital identification of CR, SR, and positive samples can be realized at the individual level of TCM efficiently and accurately, even if 3% of SR in the mixed samples can still be identified efficiently and accurately. …”
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TinyML-enabled fuzzy logic for enhanced road anomaly detection in remote sensing by Amna Khatoon, Weixing Wang, Mengfei Wang, Limin Li, Asad Ullah

“…Our framework addresses critical gaps in existing methodologies, such as high computational demands and limited real-time processing capabilities, by leveraging model compression, quantization, and pruning techniques. These enhancements facilitate efficient real-time analysis directly on edge devices. …”
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High catalytic nickel-platinum nanozyme enhancing colorimetric detection of Salmonella Typhimurium in milk by Jie Zhu, Lingyue Xu, Junlin Zhang, Yuxin Wang, Hongyue Yu, Chuanchuan Hao, Guohui Cheng, Daofeng Liu, Minghui Chen

“…ABSTRACT: Colorimetric qualitative and sensitive quantitative detection of Salmonella Typhimurium holds significant importance for ensuring food safety and preventing foodborne illnesses. …”
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Infrastructure support for software import substitution by V. K. Grigoryev, A. A. Biryukova, M. A. Ovchinnikov

“…The purpose of the research is to improve the efficiency of software import substitution processes. …”
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Molecular validation of genetically transformed Catharanthus roseus plants via different strains of Agrobacterium tumefaciens by Rania El-Tanbouly, Hend Hassan, Lojina M. Awd, Azza Ali Makhlouf, Hani G. Shalabi, Sarah El-Messeiry

“…Molecular variations between mutants were examined using Inter-Simple Sequence Repeat (ISSR) and GUS expression via quantitative Real-Time PCR (qRT-PCR). Results revealed that GV3101 had the highest transformation efficiency (61.1 %) and LBA4404 the lowest (38 %). …”
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COMPLEX MONITORING OF SALMON SPAWNERS ESCAPEMENT TO THE KAMCHATKA RIVER IN REAL TIME REGIME by E. S. Fadeev, E. A. Shevlyakov, M. G. Feldman

“…Complex method of quick quantitative evaluation of the spawners escapement to the Kamchatka River is developed for pacific salmons on the base of analysis of their passing dynamics through certain parts of the river (main stream, tributaries, spawning grounds). …”
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Multi-objective vessel routing problems with safety considerations: A review by Nazanin Sharif, Mikael Rönnqvist, Jean-François Cordeau, Jean-François Audy, Gurjeet Warya, Trung Ngo

“…The maritime industry faces the challenge of enhancing vessel route optimization for safety, operational efficiency, and cost-effectiveness. We thus describe quantitative methods to find routes that effectively balance multiple objectives, including safety, fuel consumption, and route duration. …”
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Generative AI in Higher Education: Teachers’ and Students’ Perspectives on Support, Replacement, and Digital Literacy by Samia Haroud, Nadia Saqri

“…A mixed-methods approach was adopted, combining quantitative data from 130 teachers and 156 students with qualitative insights. …”
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Application of Copper Indium Gallium Selenide Thin-Film Solar Technology in Green Retrofitting of Aging Residential Buildings by Fan Lu, Mijeong Kwon, Jungsik Jang

“…The results demonstrate that CIGS exhibits substantial strengths in aesthetic, economic, safety, energy saving, and innovation while maintaining reasonable economic feasibility. The quantitative assessment demonstrated that CIGS thin-film solar cells received the highest overall score (88.92), surpassing silicon-based photovoltaics (86.03), window retrofitting (88.83), and facade cladding (82.21) in all five key metrics of aesthetics, economic feasibility, safety, energy efficiency, and innovation. …”
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3D Printing in Construction: Current Status, Implementation Hindrances, and Development Agenda by Xin Ning, Tong Liu, Chunlin Wu, Chao Wang

“…This study presents a systematic review of the existing literature from both technical and nontechnical dimensions by combining quantitative and qualitative studies. The quantitative study was conducted using scientometric methods. …”
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An Evaluation Method of Dental Treatment Quality Combined with Deep Learning and Multi-index Decomposition by Gang Peng, Jie Liu, Feng Yan, Beicun Liu

“…The experimental results show that the intelligent evaluation method of dental treatment quality combined with deep learning and multi-index decomposition proposed in this paper not only unifies the evaluation criteria of dental treatment quality but also the therapeutic effect of quantitative scoring can effectively improve the work efficiency of doctors, which has reference significance for the application of artificial intelligence in the medical field.…”
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Detection of gene mutations in genome “hot” spots: “hairpin” amplicons in DNA melting analysis by V. N. Kondratova, I. V. Botezatu, V. P. Shelepov, A. V. Lichtenstein

“…The necessity to carry out PCR in the asymmetric variant causes, however, a number of restrictions of this method: 1) an inability of quantitative estimates of gene copy numbers; 2) the need for 2 independent PCR tests for detection of mutations in both complementary strands of an amplicon (this approach improves reliability and sensitivity of the analysis); 3) the complication of PCR design and decrease in efficiency of amplification. …”
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An anatomically enhanced and clinically validated framework for lung abnormality classification using deep features and KL divergence by Suresh Kumar Samarla, Maragathavalli P

“…The lightweight pipeline ensures computational efficiency (∼0.06s/image) and clinical interpretability by preserving diagnostic features, enhancing visibility, and enabling quantitative analysis. 1. …”
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Prioritization of Key Factors Influencing the Implementation of Environmental Auditing for Improving Sustainable Development by mohammad mahmoodi, mohammadali rostami, arefeh mohaghegh

“…In the quantitative phase, the proposed model was tested using structural equation modeling (SEM) with a sample of 300 auditors.Results: The results indicate that appropriate environmental policies and auditing standards significantly impact environmental auditing. …”
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Analysis of Meeting Early Childhood Education Resource Needs Through Monte Carlo Simulation by Citra Aulia Uzliva, Philips Ratu Bunga, Yenik Wahyuningsih

“…Therefore, ECE administrators are encouraged to integrate quantitative methods such as Monte Carlo Simulation into their operational planning to enhance efficiency, resilience to student population dynamics, and data-driven decision-making. …”
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Reducing Trade Document Processing Time Between Sri Lanka and its South Asian Neighbours by Applying Blockchain and Machine Learning Solutions by R. A. C. N. Rathnayake

“…This study investigates the potential of Blockchain (BC) and Machine Learning (ML) to reduce trade document processing time and improve trade efficiency. Using an explanatory sequence design, the research combines quantitative analysis of survey data with qualitative insights from case studies. …”
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Research on radiated interference from diesel locomotive traction motor to cab signalling by Chang Liu, Shiwu Yang, Haihong Zhao, Yong Cui, Shaotong Chu

“…This research establishes the quantitative relationship between the traction radiation intensity and the interference amplitude on signals, helping explore the countermeasures, improve the cab signal decoding accuracy, and ensure transportation efficiency.…”
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Combined District Heating System CHP- Local HP by Sit M.L., Juravliov A.A., Suvorov D.M., Sushchikh V.M.

“…The aim of the study is to increase the energy economic efficiency of combined heat supply systems with heat pumps using natural refrigerants. …”
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Research on evaluation methods for inference business capability of intelligent computing center by WU Zhenyu, ZHAO Zhanjun, BU Zhonggui, LIU Peng, TIAN Wen, WANG Yiwei, DONG Jiangfan, WANG Meng, ZHANG Zhi

“…This approach aims to achieve alignment between construction and requirements during the construction phase, thereby improving investment efficiency.…”
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Research on technology of data encryption and search based on access broker by Guofeng WANG, Chuanyi LIU, Peiyi HAN, Hezhong PAN, Binxing FANG

“…Broker executed searchable encryption (BESE) scheme was proposed for the confidentiality issues of cloud application data.The scheme did not need to modify the cloud application or user habits,thus had strong applicability.Firstly,systematic and quantitative analysis on BESE scheme was conducted in terms of query expressiveness,performance and security.Then,the main challenges of BESE scheme including securely sharing index and encrypted data between brokers were pointed out,and corresponding schemes were proposed to address the above challenges.The experimental results show that the BESE scheme can effectively protect the user data in the cloud,achieve a variety of search functions,and has high efficiency and security.…”
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