A lightweight hybrid model for accurate ammonia prediction in pig houses by Jacqueline Musabimana, Qiuju Xie, Hong Zhou, Ping Zheng, Honggui Liu, Tiemin Ma, Jiming Liu

“…It also outperforms the standard transformer in accuracy and efficiency, with Root Mean Square Error (RMSE), Mean Absolute Percentage Error (MAPE), and coefficient of determination R² of 0.3994, 0.0225, and 0.9260, respectively, compared to 0.4250, 0.0227, and 0.9162 for the standard model, reducing RMSE by 5.99 %, MAPE by 0.88 %, and increasing R² by 1.08 %. …”
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Optimizing Small Cell Performance: A New MIMO Paradigm With Distributed ASTAR-RISs by Shakil Ahmed, Ahmed E. Kamal, Mohamed Y. Selim, Md Akbar Hossain, Saifur Rahman Sabuj

“…Additionally, we use the dual method to determine the optimal ON/OFF status of the ASTAR-RIS. …”
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Advances in per- and polyfluoroalkyl substances (PFAS) detection and removal techniques from drinking water, their limitations, and future outlooks by Zahra Zahra, Minkyung Song, Zunaira Habib, Sadaf Ikram

“…In this context, there is an imperative need for developing and improving methods to identify and eliminate these contaminants. …”
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Research on the Degradation Efficacy and Mechanism of Zearalenone by Tibetan Yeast Meyerozyma caribbica by Zhiliang XU, Yingbo CHEN, Keliang MENG, Chenxiaoye YANG, Dandan JIANG, Disha JIANG, Yulin WANG, Hao HU

“…【Conclusion】Strain 68 efficiently degrades ZEN via an intracellular oxidoreductase system, mediated by energy metabolism-dependent NADH/NADPH cofactor regeneration.This study provides a foundation for developing yeast-based biocontrol strategies to mitigate mycotoxin contamination in food and feed systems.…”
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Rapid Resistance Detection of <i>Amaranthus retroflexus</i> to Fomesafen via Kompetitive Allele-Specific PCR (KASP) by Zhanzhan Zhang, Yaxin Ban, Jianguo Wei, Qun Wu, Liyao Dong, Zhike Feng

“…Furthermore, we compared the detection efficiency of the new KASP assay, whole plant dose–response assay, and DNA sequencing, all of which produced consistent outcomes, supporting the accuracy and reliability of the KASP rapid detection method. …”
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Long-term live imaging, cell identification and cell tracking in regenerating crustacean legs by Çağrı Çevrim, Béryl Laplace-Builhé, Ko Sugawara, Maria Lorenza Rusciano, Nicolas Labert, Jacques Brocard, Alba Almazán, Michalis Averof

“…The method is optimised to limit light exposure while maximising tracking efficiency. …”
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Spatiotemporal dynamics and key drivers of carbon emissions in regional construction sectors: Insights from a Random Forest Model by Zhonghan Yu, Qudsia Kanwal, Menghan Wang, Anissa Nurdiawati, Sami G. Al-Ghamdi

“…This research utilizes the Random Forest Model, a sophisticated machine learning method, to examine the determinants of carbon emissions in China's construction sector at the regional scale. …”
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A Comparative Study Between Soft Actor-Critic (SAC) and Deep Deterministic Policy Gradient (DDPG) Algorithms for Solar PV MPPT Control Under Partial Shading Conditions by Sampson E. Nwachukwu, Komla A. Folly, Kehinde O. Awodele

“…Simulation results show that SAC and DDPG algorithms outperform the P&#x0026;O method under PSCs and varying irradiance levels. It is shown that the SAC algorithm exhibits superior performance, achieving high tracking efficiency and eliminating power oscillations near the PV MPP and GMPP compared to the DDPG method.…”
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Pb(II) Removal Process in a Packed Column System with Xanthation-Modified Deoiled Allspice Husk by Efrain Palma-Anaya, Cheikh Fall, Teresa Torres-Blancas, Patricia Balderas-Hernández, Julian Cruz-Olivares, Carlos E. Barrera-Díaz, Gabriela Roa-Morales

“…For the adsorption tests, the atomic adsorption spectrophotometry method was used to determine the lead concentrations in the liquid samples. …”
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Enhancing in-plane uniformity of graphene nanowalls using a rotating platform for solid-state lithium-ion battery by Rucheng Zhu, Yota Mabuchi, Riteshkumar Vishwakarma, Balaram Paudel Jaisi, Haibin Li, Masami Naito, Masayoshi Umeno, Tetsuo Soga

“…These features give GNWs great potential to enhance the efficiency and capacity of solid-state batteries. However, the plasma generated in microwave plasma chemical vapor deposition (MWPCVD) equipment chamber exhibits uneven distribution, making it challenging to achieve uniform growth of GNWs over a large area. …”
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Chicken Primordial Germ Cell Surface Marker by Tamara J. Gough, Terry G. Wise, Matthew P. Bruce, Timothy J. Doran, Daniel S. Layton, Andrew G. D. Bean

“…The creation of transgenic chickens holds significant promise for the agricultural and biotechnological sectors, offering potential improvements in disease resistance and production efficiency. The preferred method for generating gene-edited chickens involves the genetic manipulation of primordial germ cells (PGCs), making the identification and isolation of these cells a growing focus of research. …”
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Study on Lacticaseibacillus casei TCS fermentation kinetic models and high-density culture strategy by Chen Chen, Tianyu Guo, Di Wu, Jingyan Shu, Ningwei Huang, Huaixiang Tian, Haiyan Yu, Chang Ge

“…Initially, single-factor and orthogonal experimental designs and the response surface methodology were used to determine the optimal concentrations of medium. Subsequently, we applied the artificial neural network–genetic algorithm optimization method, which significantly increased the viable bacterial count. …”
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Advances of wearable silicone rubber-based triboelectric nanogenerators: from manufacturing to application by Dianlong Shen, Taili Du, Fangyang Dong, Hu Cai, Aziz Noor, Xiannan Du, Yongjiu Zou, Chengkuo Lee, Minyi Xu

“…Given that the manufacturing method of SR-TENGs largely determines its output performance and sensitivity, this paper introduces the design of SR-TENGs, including material selection, process modulation, and structure optimization. …”
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Establishment of Hyperspectral Prediction Model of Water Content in Anshan-Type Magnetite by Xiaoxiao XIE, Yang BAI, Jiuling ZHANG, Yuna JIA

“…Therefore, it is very important to control the water content of iron ore reasonably for improving mining production efficiency, reducing energy consumption and reducing waste of raw materials. …”
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DESIGNING OF INDEPENDENT PROFESSIONAL DEVELOPMENT PATH AS A MEANS OF SUCCESSFUL VOCATIONAL TRAINING by Svetlana A. Lysuenko

“…The research data have proved that the pupils with the ability and readiness for designing of the individual professional future during vocational training have the following skills: they can accurately formulate their professional purposes; they can determine the ways of its achievement correctly and efficiently; these students realize the importance of own activity in the course of professional evolvement; and they demonstrate higher educational and professional achievements becoming more qualified experts. …”
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Development of GIS-Based Pangasius Aquaculture Areas Using Analytical Hierarchy Process (AHP) in Tulungagung Regency, East Java, Indonesia by Asro Nurhabib, Aida Sartimbul, Mimit Primyastanto, Maheno Sriwidodo, Lugu Tri Handoko Handoko, Andra Rejekineng Rahayu, Dedi Pardiansyah, Risnita Tri Utami

“…Land suitability analysis consists of measuring water quality parameters (DO, temperature, TDS, pH, ammonia, and nitrate), soil quality (texture, pH, and slope), and infrastructure (roads, markets, hatcheries, and fillet factories) using the Analytical Hierarchy Process method (AHP), which includes standardization, determination of weights, and combining the weights of land suitability maps, which are then mapped by ArcGIS Software. …”
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Assessing the Impact of Rural Development for the Agro-Industrial Complex of the Russian Federation by N. A. Vladimirov

“…The purpose of the study is to assess the impact of the development of rural areas on the agro-industrial complex of the Russian Federation. It is necessary to determine the differentiation of Russian regions in terms of the level of development of rural areas and assess the impact of their development on the agro-industrial complex.Materials and methods. …”
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Human and Machine: A View through Kant's Use of Regulative Reason by Ümit Taştan

“…When computers lack an efficient procedure or an analytical solution to the problems they aim to solve, they are forced to try all available solutions. …”
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EFFECTIVENESS OF RMT-BASED LEARNING TRAJECTORIES TO SUPPORT RELATIONAL UNDERSTANDING by Bernika Indrialis Ifana, Nyimas Aisyah, Ely Susanti

“…The learning trajectory developed is able to support students' relational understanding, where in the learning process, students are directed to utilize the various knowledge they have, determine the most effective and efficient strategies, provide detailed solutions, and believe in the truth of the answers they use in solving problems. …”
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Penerapan Metode Association Rule Mining untuk Asosiasi Ulasan Terhadap Aspek Tempat Wisata Jawa Timur Park 3 by Aisyatul Maulidah, Fitra A. Bachtiar

“…The algorithm used in this study is apriori algorithm because it is the most efficient. In this study, there are 1067 reviews of the visitors in Indonesian from January to April 2019 as the data. …”
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