MILK CRISIS IN ROMANIA REFLECTED BY FOOD BALANCE, 2014-2021 by Agatha POPESCU, Toma Adrian DINU, Elena STOIAN, Valentin ŞERBAN

“…The aim of this study is to analyze milk resources availabilities and utilizations in their dynamics in the period 2014-2021 pointing out the state of production, import, export and availabilities for human consumption in order to assess in what measure food security and efficiency in milk trade are assured. The data provided by National Institute of Statistics were processed using fixed basis index, regression equations, determination coefficient, graphically illustration and comparison method. …”
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Patient-Specific Instrumentation Benefits for INBONE II Total Ankle Arthroplasty by Charlotte Jones BS, Allison Boden MD, Patricia Friedmann MS, Suzy Wang MS, Ricardo Villar MD, Constantine Demetracopoulos MD, Jonathan Deland MD, Elizabeth Cody MD, Matthew Conti MD, Jensen Henry MD, Scott Ellis MD

“…This study aimed to determine the accuracy of PSI regarding implant alignment and implant size, and compare outcomes between PSI implantation and the traditional jig method. …”
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Modular Autonomous Virtualization System for Two-Dimensional Semiconductor Quantum Dot Arrays by Anantha S. Rao, Donovan Buterakos, Barnaby van Straaten, Valentin John, Cécile X. Yu, Stefan D. Oosterhout, Lucas Stehouwer, Giordano Scappucci, Menno Veldhorst, Francesco Borsoi, Justyna P. Zwolak

“…While virtual gates offer a practical solution, determining all the required cross-capacitance matrices accurately and efficiently in large quantum dot registers is an open challenge. …”
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Ultrasonication-mediated synthesis of diblock polymer-based nanoparticles for advanced drug delivery systems: Insights and optimization by Nagaraja Sreeharsha, Srikruthi Kunigal Sridhar, Asha Bhuvanahalli Rangappa, Prakash Goudanavar, Purushotham Karadigere Nagaraju, Nimbagal Raghavendra Naveen, Predeepkumar Narayanappa Shiroorkar, Afzal Haq Asif, Girish Meravanige, Krishna Swaroop Duddi Sreehari

“…Optimization of SLNs formulation was achieved through a systematic approach, utilizing response surface methodology, optimal conditions for SLNs synthesis were determined, resulting in nanoparticles with a particle size of 198 nm and an entrapment efficiency of 67.42 %. …”
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Exploration of biophoton characteristics of fresh Isatis indigotica fort leaves under salt and drought stresses and the feasibility analysis for the quality prediction of Isatidis... by Zhiying Wang, Zhiying Wang, Baorui Cao, Baorui Cao, Yueyue Ma, Weifan Xu, Jialei Fu, Zhongwen Zhang, Jinxin Du, Tingting Deng, Jingxiang Pang, Meina Yang, Meina Yang, Jinxiang Han, Jinxiang Han

“…The current quality control system for Isatidis Folium lacks precision and comprehensive identification indices, and importantly, the cultivation process has not been integrated into this system.MethodsIn this study, we proposed a novel method to distinguish between different stress subtypes in Isatis indigotica Fort based on biophoton emission and attempted to explore the potential relationship between the biophoton characteristics of fresh Isatis indigotica Fort leaves and the quality of Isatidis Folium. …”
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Unique thermal architecture integrating heliostat solar fields with a dual-loop power generation cycle employing thermoelectric; thermal/financial study and GA optimization by Amr S. Abouzied, Xiaoming Guo, Azher M. Abed, Mohammed A. Alghassab, Fahad M. Alhomayani, Baseem Khan, Yasser Elmasry, Ahmad Almadhor, Salem Alkhalaf, Albara Ibrahim Alrawashdeh

“…The primary objective of this inquiry is to determine the ideal operational parameters by employing multi-criteria optimization methods tailored to the established system. …”
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Nonlinear evaluation of reliability-based topology optimization of concrete deep beams by Rodrigo Reis Amaral, Jorge Luis Palomino Tamayo, Liércio André Isoldi, Herbert Martins Gomes

“…In this context, a linear elastic topology optimization (TO) approach with reliability constraints is presented. This method uses an outer loop for the optimization and an inner loop for the reliability analysis. …”
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Valuation Standards and Estimation Accuracy in the Appraisal of a Building Housing Vertical Farming by Giuseppe Cucuzza

“…Our comparison between the two approaches focuses on determining the capitalization rate, which determines the estimated value. …”
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Key drivers of the evolution of the sports management model demonstrated by an example of Armenia and EU Countries by Lianna Samvel Abrahamyan

“…The research involved the method of synthesis, stakeholder analysis, statistical analysis. …”
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Relationship between demographic groupings, work engagement and performance management systems by Godfrey Maake

“…Orientation: The performance of the public sector, which refers to the efficiency and effectiveness of government departments and their employees, is one of the primary concerns for the organisation and its employees. …”
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Adapted Speed Control of Two-Stroke Engine with Propeller for Small UAVs Based on Scavenging Measurement and Modeling by Yifang Feng, Tao Chen, Qinwang Liu, Heng Zhao

“…The feed-forward control strategy was built by a simplified crankcase–scavenging–cylinder model with CFD results under different air pressures, demonstrating a 1% error compared with CFD simulation. An iterative method of feed-forwarding was suggested for computing efficiency. …”
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Game algorithm based on link quality: Wireless sensor network routing game algorithm based on link quality by Zhanjun Hao, Jiaojiao Hou, Jianwu Dang, Xiaochao Dang, Nanjiang Qu

“…Aiming at the problems of low data transmission efficiency and uneven energy consumption caused by unreliable link communication in the routing process of wireless sensor networks, this article designs a routing game algorithm based on link quality. …”
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Deep Reinforcement-Learning-Based Air-Combat-Maneuver Generation Framework by Junru Mei, Ge Li, Hesong Huang

“…The experimental results show that the operational success rate of the proposed method against the game theory baseline reaches 85.7%. …”
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Synthesis of mesoporous tin oxide (SnO2) photoanode and rhodamine B dye as sensitizer for dye-sensitized solar cells application by Ajay N. Kawade, Sadhu K. Kolekar

“…For the fabrication of photoelectrodes, a simple yet effective doctor blade method was employed. The photoelectrodes were sensitized with Rhodamine B (Rh-B) dye and subsequently characterized for their performance in DSSCs. …”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…In this paper, we present an enhanced approach based on semi-supervised learning for developing event classification models tailored for real-time and continuous perimeter monitoring of infrastructure facilities. The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. …”
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Light-GBM based minority oversampling model using biomedical data analysis for breast cancer classification by Mukesh Soni, Mohammed Wasim Bhatt, Paul Ofori-Amanfo

“…With improvements in accuracy, speed, and efficiency, LightGBM-based hybrid models frequently outperform baseline or standard classifiers. …”
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Research of Lightning Protection Systems of Wind Power Plant by Potapenko A.N., Kumar Udaya, Shtifanov A.I., Soldatenkov A.S.

“…The most significant result of the work is a mathematical model with boundary conditions that determines the rigid boundaries of the object of study and constant values at the free and symmetric boundaries for calculating the electric flow function, the method of finding the specific distribution of the lines of the flow function along the boundaries of the studied wind power installation, and the results of computational experiments. …”
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Optimized hybrid machine learning framework for early diabetes prediction using electrogastrograms by Paramasivam Alagumariappan, Malathy Sathyamoorthy, Rajesh Kumar Dhanaraj, K. Kamalanand, C. Emmanuel, Sarah Allabun, Manal Othman, Masresha Getahun, Ben Othman Soufiene

“…Also, the Explainable Artificial Intelligence (XAI) especially SHapley Additive exPlanations (SHAP) and Meta-Heuristics based feature selection methods are utilized to determine the prominent EGG signal features. …”
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Corrosion Behavior of the Stressed Sensitized Austenitic Stainless Steels of High Nitrogen Content in Seawater by A. Almubarak, W. Abuhaimed, A. Almazrouee

“…EPR test provided a rapid and efficient nondestructive testing method for showing passivity, degree of sensitization and determining IGSCC for stainless steels in seawater. …”
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Analysis of Factors Influencing Brand Loyalty to International Clothing Brands in Batam City Mediated by Brand Trust by Jeffri Winardy, Dewi Khornida Marheni

“…Empirical data was obtained using the online questionnaire distribution method with the Google form. The research data was tested using the Structural Equation Modeling (SEM) technique with Smart PLS 3 for Windows. …”
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