Enhancing Air Conditioning System Efficiency Through Load Prediction and Deep Reinforcement Learning: A Case Study of Ground Source Heat Pumps by Zhitao Wang, Yubin Qiu, Shiyu Zhou, Yanfa Tian, Xiangyuan Zhu, Jiying Liu, Shengze Lu

“…This study proposes a control method that integrates deep reinforcement learning with load forecasting, to enhance the energy efficiency of ground source heat pump systems. …”
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Study on Heat Transfer of Fluid in a Porous Media by VOF Method with Fractal Reconstruction by Shuai Liu, Qingyong Zhu, Wenjun Xu

“…Different from previous research, this method can more accurately reflect the flow and phase change on the upper surface of the porous medium. …”
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Face autistic classification based on thermal using image ensemble learning of VGG-19, ResNet50v2, and EfficientNet by Junidar Junidar, Melinda Melinda, Dinda D. Diannuari, Donata D. Acula, Zulfan Zainal

“…Each model underwent extensive training to determine its ability to effectively classify autism and non-autism classes. …”
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A Sequential Ultrafiltration Method to Enhance the Accuracy and Throughput in Plasma Protein Binding Tests by Sang Ho Jeon, Min Chang Kim, Haejun Lee, Ju-Hee Oh, Hyun Seo Kim, Heawon Lee, Taehoon Park, Young-Joo Lee

“…<b>Results</b>: The PPB values determined through sequential UF were generally consistent with those derived from the mass balance UF method. …”
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Forecast of brine blowout zones in the Amu Darya basin and analysis of brine blowout in oil and gas fields by Deryaev Annaguly

“…This analysis led to a deeper understanding of the nature of depression formations and the development of more effective methods for their extraction and processing. The data analysis methods ensure more accurate and reliable results, help-ing not only to determine optimal development points for deposits but also to reduce risks associated with costly drilling and extraction operations. …”
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Reducing sewing defects to increase productivity in the apparel industry of Bangladesh by integrating lean methodology by Md. Limonur Lingkon, Pronab Saha, Abdulla Al Manzid, Md. Hasan, Showra Mahalanobish

“…This mixed-integrated methodology is used in the study to integrate quantitative defect analysis with worker satisfaction along with efficiency surveys. The findings should offer valuable insights to the RMG industry in Bangladesh, as producers seek sustainable methods to increase productivity and enhance product quality while mitigating the impact of sewing errors on their production procedures. …”
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Accurate Method for Solar Power Generation Estimation for Different PV (Photovoltaic Panels) Technologies by Aissa Meflah, Fathia Chekired, Nadia Drir, Laurent Canale

“…The most appropriate method for estimating PV power output is determined by the specific type of photovoltaic module and the availability of meteorological parameters. …”
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Optimized Method to Generate Well-Characterized Macrophages from Induced Pluripotent Stem Cells by Qimin Hai, Peter Bazeley, Juying Han, Gregory Brubaker, Jennifer Powers, Claudia M. Diaz-Montero, Jonathan D. Smith

“…<b>Methods</b>: We refined the traditional embryoid body-based differentiation strategy to create a novel three-phase method that optimizes yield, consistent quality, and reproducibility. …”
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Leaf Orientation Method as a Proxy for Sensing Nitrogen and Water Deficit in Tomato Plants by Yahia A. Othman, Daniel Leskovar

“…Overall, leaf orientation, specifically MTA, was modulated by N levels (highest at 10 mg·L−1; lowest at 300 mg·L−1–N) and cycles of water deficit and therefore, MTA determination hold promise as a nondestructive method to assess N and water deficit in young tomato plants.…”
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Application of Carbon Quantum Dots in Food Business: A Comprehensive Review by Muhammad Sadiq Naseer, Ali Imran, Qaswaa Yousif Jameel, Ashok Kumar Bishoyi, Faiyaz Ahmed, Ahmed Elawady, Pranchal Rajput, Fakhar Islam, Tahir Zahoor, Abdela Befa Kinki, Saima Naz

“…ABSTRACT The growing demand for efficient, accurate, and affordable methods of evaluating food safety has led scholars to look into cutting‐edge analytical techniques. …”
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Influence of soil phosphorus fertilizer forms on phosphorus uptake, morphology, and growth of leafy vegetables by Godfrey Nakitare Nambafu, Nicolai Hoeppner, Holger Bessler, Joseph Patrick Gweyi-Onyango, Darius O. Andika, Samuel Mwonga, Christof Engels

“…Methods Five African indigenous vegetable species alongside one exotic vegetable were grown in pots. …”
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Terminal efficiency of Peruvian university students in the second specialty programs of a dental school over seven years [version 2; peer review: 2 approved] by María Claudia Garcés-Elías, Cesar D. Rojas-Senador, Roberto A. León-Manco, Karla Lucero Avalos-Baltodano, Karen Llajaida Cabanillas-Yllesca

“…Efficient training is vital for producing competent professionals to meet regional healthcare demands. …”
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The weed pollution in Miscanthus giganteus by О. Chernelivska, І. Dziubenko

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Selection of strawberry cultivars according to their productivity and berry quality using normalized indices by V. I. Lapshin, V. V. Yakovenko

“…Combined use of various data transformation methods and a multivariate statistical analysis that takes into account several variables would increase the efficiency of selecting promising strawberry genotypes according to a set of traits for industrial and small-scale production.Materials and methods. …”
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Fungicidal control of the most common onion mycoses during the growing season by O. Borzykh, V. Sergienko, M. Dzham, O. Shyta, S. Mykhaylenko

“…To investigate the effectiveness of fungicidal control of the most common onion diseases during the growing season. Methods. Informational and analytical (collection of materials and analysis of literary sources), field research (setting up experiments, carrying out treatments and records of plant damage by diseases, monitoring the development of plants, harvesting), phytopathological (determination and identification of pathogens), mathematical and statistical (processing of results studies). …”
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Intelligent decision-making and regulation method of gas extraction “borehole-pipe network” system by Kai WANG, Dongxu WANG, Aitao ZHOU, Junwen ZHANG, Fangzhou SONG, Chang’ang DU, Yushuang HAO, Xihui FAN, Wei ZHAO

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Chemical magnetic field-assisted batch polishing method of 316L stainless steel by Fukang Yin, Chenchun Shi, Zikang Huang, Ke Wu, Jinbang Li, Chunjin Wang

“…Based on the principle of magnetic field-assisted batch polishing (MABP) proposed by our research team previously, a novel chemical magnetic field-assisted batch polishing (CMABP) method here is developed by adding chemical reagents (i.e., the mixture of oxalic acid and hydrogen peroxide) in the preparation process of regular magnetic brush, desiring and expecting to further realize the polishing of 316L stainless steel with higher precision and efficiency simultaneously. …”
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Ecofriendly and smart spectrophotometric approaches for synchronized analysis of two antipsychotic drugs, fluoxetine and olanzapine: application to combined tablet dosages with ass... by Sayed M Derayea, Huda Madian, Ebtihal Samir, Khaled M. Badr-eldin

“…All the suggested methods were efficiently applied for the determination of the studied drugs in laboratory prepared mixtures and their pharmaceutical formulations. …”
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Efficiency of one-on-one play situations of Polish football players and their opponents during European Championships in relation to the playing area, current result and match by Andrzej Szwarc, Christoph Kromke, Aleksander Stuła, Bartosz Dolański, Mateusz Sitek

“…Conlusions. Efficiency in 1-on-1 play determines success in competition and high reliability of individual defensive actions at the level close to 60% is the key differentiator of the winners' style of play.…”
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Advantageous effects of rumen-protected phytonutrients from tropical plant extracts on rumen fermentation efficiency and methane mitigation using in vitro fermentation technique by Maharach Matra, Chaichana Suriyapha, Gamonmas Dagaew, Rittikeard Prachumchai, Srisan Phupaboon, Sukruthai Sommai, Metha Wanapat

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