Developing a Robust Model Based on the Gaussian Process Regression Approach to Predict Biodiesel Properties by Inna Pustokhina, Amir Seraj, Hafsan Hafsan, Seyed Mojtaba Mostafavi, S. M. Alizadeh

“…The basic purpose of the present study is to design a precise algorithm based on Gaussian Process Regression (GPR) model with several kernel functions, i.e., Rational Quadratic, Squared Exponential, Matern, and Exponential, to estimate biodiesel properties. …”
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<i>Musa paradisiaca</i> L. Inflorescence Abrogates Neutrophil Activation by Downregulating TLR4/NF-KB Signaling Pathway in LPS-Induced Acute Lung Injury Model by Francisco Allysson Assis Ferreira Gadelha, Raquel Fragoso Pereira Cavalcanti, Cosmo Isaias Duvirgens Vieira, Joao Batista De Oliveira, Louíse Mangueira De Lima, Adriano Francisco Alves, Matheus Marley Bezerra Pessoa, Leônia Maria Batista, Naiara Naiana Dejani, Marcia Regina Piuvezam

“…Thus, this study supports the use of banana inflorescence in folk medicine and suggests its rational use to develop a phytomedicine to treat pulmonary inflammation.…”
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Dummy Template Molecularly Imprinted Polymers for Electrochemical Detection of Cardiac Troponin I: A Combined Computational and Experimental Approach by Mohammad Sadegh Sadeghi Googheri, Davide Campagnol, Paolo Ugo, Samira Hozhabr Araghi, Najmeh Karimian

“…The satisfactory correlation between experimental and computational results validated our model-based approach for the rational design of dummy template molecularly imprinted polymers.…”
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Features of Plasma Electrolytic Formation of Manganese- and Cobalt-Containing Composites on Aluminum Alloys by Ann V. Karakurkchi, Nykolay D. Sakhnenko, Maryna V. Ved’, Ihor S. Luhovskyi, Hryhoriy A. Drobakha, Maryna V. Mayba

“…The incorporation of manganese and cobalt oxides in the composition of the surface layers was confirmed by the results of X-ray structural analysis. The rational modes of aluminum alloys PEO treatment were substantiated to obtain coatings with manganese and cobalt contents up to 25–40 аt.%. …”
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Impact of Irrigation Regimes on Growth and Postharvest Quality of Pomegranates (Punica granatum L.) under Conditions of Newly Reclaimed Land by Magdi A.A. Mousa, Adel D. Al-Qurashi, Omer H.M. Ibrahim, Kamal A.M. Abo-Elyousr, Ahmed M.K. Abdel Aal, Abdel-Fattah M. El-Salhy, Tarek K.H. El-Bolok, Mohamed A.H. Ali, Esmat F. Ali, Eman A.A. Abou-Zaid

“…Moreover, water use efficiency (WUE) was increased, which was reflected in the increase of the percentage of commercial and marketing fruits and decreased production costs when applying 75% of the water ration, which maintains soil and natural resources for sustainable agriculture.…”
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Impact of lifestyle factors on oral cancer risk and prevention: Oral cancer epidemiology by Iadalin Ryntathiang, N. Aravindha Babu, Silambarasan Tamil Selvan, Mukesh Kumar Dharmalingam Jothinathan

“…Epidemiological transition theory is a rational tool that makes it possible to understand contemporary public health issues. …”
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Mapping 3D Overthrust Structures by a Hybrid Modeling Method by Weisheng Hou, Yanhua Li, Shuwan Ye, Songhua Yang, Fan Xiao

“…Abstract A rational three‐dimensional (3D) geological model with complex characteristics generated on a small amount of data is a crucial data infrastructure for scientific research and many applications. …”
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Automatic deep learning-based colorectal adenoma detection system and its similarities with pathologists by Xin Chen, Wei Xu, Yong Huang, Wei Jin, Gang Xu, Jing Yuan, Zhigang Song, Chunkai Yu, Shuangmei Zou, Wenmiao Wang, Xiaohui Ding, Jinhong Liu, Liwei Shao, Xiangnan Gou, Zhanbo Wang, Huang Chen, Cancheng Liu, Zhuo Sun, Calvin Ku, Yongqiang Zhang, Xianghui Dong, Shuhao Wang, Ning Lv, Huaiyin Shi

“…It is on-par with pathologists’ performance, makes similar mistakes and learns rational reasoning logics. Meanwhile, it obtains high accuracy on slides collected from different hospitals with significant staining configuration variations.…”
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OPTIMISASI PARAMETRIK FASAD BILAH HORIZONTAL TERHADAP PENCAHAYAAN ALAMI DENGAN METRIK USEFUL DAYLIGHT ILLUMINANCE (UDI) DI KOTA LHOKSEUMAWE by Atthaillah Atthaillah, Rizki Armanto Mangkuto

“…Two orientations were succeeded to be rationalized based on GA opmization results, first, North showed α=90 and some blades’ width of l=0,20m, l=0,22m, l=0,43 and l=0,45m resulted in UDIo.avg=100%.  …”
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Fur Processing in Raižiai in the 20th Century: Craft and Image by Jonas Mardosa

“…The forms of fur processing craft transfer between gene­ rations and their change over time are examined. The aim of the article is to reveal the essence of the Tatar ­famous business in Raižiai in the context of the history of Lithuanian crafts and to highlight the specific features of the life of the local Tatar community. …”
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Self-assembled Human Serum Protein-based Core-shell Nanoparticles to inhibit key oncogenic signalling in Drug-Resistant Leukemia by Archana Payickattu Retnakumary, Lekshmi G Kumar, Neeraj Sidharthan, Pavithran Keechilat, Giridharan L. Malarvizhi, Prasanna L Hanumanthu, Madhavan V Thampi, Deepthy Menon, Krishnakumar Menon, Shantikumar V Nair, Manzoor Koyakutty

“…These results underscore the potential of a molecular-diagnosis-based rational design approach for protein-protein core-shell nanoparticles to simultaneously inhibit multiple oncogenic pathways, thereby overcoming resistance to targeted molecular therapies.…”
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Analysis of a novel method for finding solutions of interval game problems via fuzzy approaches by Monika Bisht, Shivam Rawat, Junaid Ahmed

“…Game theory has significant importance in various domains as it is a powerful tool that helps the rational decision-makers to understand and assess strategic interactions. …”
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Changes in Serum CRP and PCT Levels in Patients with Acute Simple Lower Urinary Tract Infection and Evaluation of the Efficacy of Treatment with Shuangdong Capsules by Yachun Tang, Qun Zhou

“…The aim of this study is to investigate the changes and significance of serum C-reactive protein (CRP) and procalcitonin (PCT) levels in patients with acute simple lower urinary tract infection (ALUTI) and to analyze the efficacy of treatment with Shuangdong capsules, so as to provide a basis for the rational clinical application of drugs. Methods. 92 patients with ALUTI (observation group) were randomly divided into 46 cases each in group A and group B. …”
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Analyzing Urban Parks for Older Adults’ Accessibility in Summer Using Gradient Boosting Decision Trees: A Case Study from Tianjin, China by Haobo Zhao, Gang Feng, Wei Zhao, Yaxin Wang, Fei Chen

“…Furthermore, some improvement strategies are proposed for spatial facility configuration, park furniture arrangement, rational hardscape planning, as well as greening and landscape design. …”
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Ecological Management Zoning Identification by Coupling Blue-Green and Gray Infrastructure Networks: A Case Study of Guizhou Province, China by Shuang Song, Xuanhe Zhang, Shaohan Wang, Yue Gong

“…However, the existing zoning methods are overly focused on ecological functional attributes and fail to adequately consider the impacts of human activities, resulting in an insufficiently rational allocation of resources. Taking Guizhou Province as an example, using multi-source data and spatial analysis tools, this study proposed an ecological management zoning framework based on the coupling analysis of the blue-green infrastructure (BGI) network and gray infrastructure (GI) network. …”
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Supply of hospitals’ navigation system accessibility for various population groups from the perspective of lean production by A. A. Kurmangulov, S. D. Mazunina, Yu. S. Reshetnikova, N. S. Brynza

“…The accumulated experience in implementing projects with the implementation of the concept of lean production in outpatient medical institutions of the Russian Federation suggests that a rationally designed and deployed navigation system can be an effective tool for visualization in a lean production methodology. …”
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Catastrophic and violent tornadoes: a detailed review of physical-mathematical models by Sergey A. Arsen’yev, Lev V. Eppelbaum

“…Several examples illustrate the presented theory and rationalize some aspects of the physical tornado observations. …”
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Factors influencing food preferences and eating behaviour among the Forcibly Displaced Myanmar Nationals (FDMN) adolescents in Cox’s Bazar, Bangladesh: a cross-sectional survey by Mahamudul Hasan, Azaz Bin Sharif, Rashedul Islam, A B M Nahid Hasan, Nusrat Jahan Ferdous

“…Food preferences and eating behaviours among FDMN adolescents in Cox’s Bazar were found to be influenced by a range of factors, including peer influence, access to nutritional education, food sources, cultural beliefs, ration sufficiency, food prices as well as age, gender, education level and household income.Conclusions In conclusion, understanding and addressing the multifaceted factors that influence the food preferences of FDMN adolescents is crucial for developing targeted interventions and comprehensive nutritional programmes.…”
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Electromagnetic Compatibility of Compensating Devices and Converters of an Adjustable Electric Drive in Electrical Networks of Industrial Enterprises by V. P. Schasny, A. I. Zhukouski

“…An important characteristic of the quality of electrical energy rationed by GOST 32144–2013 is the non-sinusoidal voltage. …”
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Comparative Pharmacokinetic Studies of Four Ginsenosides in Rat Plasma by UPLC-MS/MS after Oral Administration of Panax quinquefolius-Acorus gramineus and Panax quinquefolius Extra... by Hailong Xie, Dongxue Wang, Wenjun Zhang, Xinjia Yan, Ying Zhao

“…Collectively, our findings provided valid and reliable evidence for the rational use of PQ-AG in clinical practice.…”
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