Parametric Optimization Approach to Evaluate Dynamic Shading Within Double-Skin Insulated Glazed Units for Multi-Criteria Daylighting Performance in Tropics by Ali Ahmed Bahdad, Nooriati Taib, Fahad Saud Allahaim, Ali Mohammed Ajlan

“…The research framework has developed a multi-objective optimization method to achieve research objectives via optimizing two different scenarios of the proposed system. …”
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A Hybrid Strategy-Improved SSA-CNN-LSTM Model for Metro Passenger Flow Forecasting by Jing Liu, Qingling He, Zhikun Yue, Yulong Pei

“…First, we replace the random initialization method of the population in the SSA with Circle mapping to enhance its diversity and quality. …”
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Hyperspectral Imaging for the Dynamic Mapping of Total Phenolic and Flavonoid Contents in Microgreens by Pawita Boonrat, Manish Patel, Panuwat Pengphorm, Preeyabhorn Detarun, Chalongrat Daengngam

“…Dimensionality reduction via principal component analysis (PCA) proved effective for TPC and TFC prediction, with PC1 alone achieving performance comparable to the full spectral dataset. This integrated HSI-ML approach offers a non-destructive, real-time method for monitoring bioactive compounds, supporting sustainable agricultural practices, optimising harvest timing, and enhancing crop management. …”
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Bayesian multistage factorial analysis for unveiling multi-indicator effects on synergistic carrying capacity of water resource, environment and ecology: A case study of Ordos by Y.Y. Wang, Y.P. Li, G.H. Huang, Z.P. Xu, Y.F. Li

“…This study develops a Bayesian multistage factorial analysis (BMFA) method through integrating Bayesian model averaging (BMA), coupling coordination model (CCM), and multistage factorial analysis (MFA) into a general framework. …”
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A qualitative study on the relationship between doctors and nurses offering primary health at KwaNobuhle (Uitenhage) by M.D. Qolohle, H.H. Conradie, G.A. Ogunbanjo, N.H. Malete

“…All interviews were analysed using the thematic analysis method. Themes were integrated into a single model. …”
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Commercial NIRS May Not Detect Hemispheric Regional Disparity in Continuously Measured COx/COx-a: An Exploratory Healthy and Cranial Trauma Time-Series Analysis by Amanjyot Singh Sainbhi, Logan Froese, Kevin Y. Stein, Nuray Vakitbilir, Alwyn Gomez, Abrar Islam, Tobias Bergmann, Noah Silvaggio, Mansoor Hayat, Frederick A. Zeiler

“…Multi-variate cerebral physiologic relationships between hemispheres were assessed via impulse response functions and Granger causality analyses. …”
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Reinforcement Learning With Deep Features: A Dynamic Approach for Intrusion Detection in IoT Networks by Mohamad Khayat, Ezedin Barka, Mohamed Adel Serhani, Farag Sallabi, Khaled Shuaib, Heba M. Khater

“…Experimental outcomes emphasize the superiority of the method, obtaining 99.45% accuracy with 70% training data and 99.80% with 80%. …”
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Comprehensive Metabolomic and Transcriptomic Analysis Revealed the Molecular Basis of the Effects of Different Refrigeration Durations on the Metabolism of <i>Agaricus bisporus</i>... by Zhixin Cai, Zhiheng Zeng, Wenzhi Chen, Zhongjie Guo, Huiqing Zheng, Yuanping Lu, Hui Zeng, Meiyuan Chen

“…Among these, 56.08% of the CCMs and 63.04% of the CCGs presented positive correlations with CMCase activity, whereas 43.92% and 36.96% presented negative correlations, respectively. Integrated multiomics analysis revealed significant variations in metabolic flux and gene expression across different storage durations. …”
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Artificial intelligence-optimized shield parameters for soft ground tunneling in urban environment: A case study of Bangkok MRT Blue Line by Sahatsawat Wainiphithapong, Chana Phutthananon, Sompote Youwai, Pitthaya Jamsawang, Phattarawan Malaisree, Ochok Duangsano, Pornkasem Jongpradist

“…Using long short-term memory (LSTM) neural networks as predictive models, the results yield coefficient of determination (R2) values of 0.81 and 0.96, root mean square error (RMSE) values of 5.91 mm/min and 3.09 mm, and average bias factor values of 0.99 and 0.88 for the P and S predictive models, respectively, based on validation datasets. This integrated framework, which combines the non-dominated sorting genetic algorithm (NSGA-II) with LSTM neural networks, is applied to MOO to identify the optimal SOPs, while accounting for their influence on S variation as a time-series over 11 timesteps, as considered in this study. …”
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Design and Field Experiment of Synchronous Hole Fertilization Device for Maize Sowing by Feng Pan, Jincheng Chen, Baiwei Wang, Ziheng Fang, Jinxin Liang, Kangkang He, Chao Ji

“…Through the Box–Behnken response surface method, a field multi-factor test was carried out to analyze the mechanism of influence of the implemented forward speed (<i>A</i>), per-hole target fertilizing amount (<i>B</i>), and plant spacing (fertilizer hole interval) (<i>C</i>) on the seed–fertilizer alignment qualification rate (<i>Y</i>₁) and the coefficient of variation in the hole fertilizing amount (<i>Y</i>₂). …”
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De novo, high-quality assembly and annotation of the halophyte grass Aeluropus littoralis draft genome and identification of A20/AN1 zinc finger protein family by Walid Ben Romdhane, Rania Ben Saad, Emmanuel Guiderdoni, Ahmed Abdelrahim mohamed Ali, Mohamed Tarroum, Abdullah Al-Doss, Afif Hassairi

“…Using the k-mer analysis method, the haploid genome size of A. littoralis was estimated to be 360 Mb (with a heterozygosity rate of 1.88%). …”
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UAV Path Optimization for WSN in Smart Agriculture by Katia Karam, Ali Mansour, Mohamad Khaldi, Benoit Clement, Mohammad Ammad-Uddin

“…The achieved improvements validate the effectiveness of our method, making it a promising solution for UAV-WSN applications in smart agriculture and beyond.…”
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PI Controller Design for a 5-Phase Switched Reluctance Motor with Bipolar Excitation Segmental Rotor by Erdal Büyükbıçakcı

“…Experimental studies have demonstrated the efficacy of the PI controller in maintaining motor speed at a target value despite variations in load and in effectively dampening deviations during speed transitions. …”
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Drivers of long-lasting insecticide-treated net utilisation and parasitaemia among under-five children in 13 States with high malaria burden in Nigeria. by Perpetua Uhomoibhi, Chukwu Okoronkwo, IkeOluwapo O Ajayi, Olugbenga Mokuolu, Ibrahim Maikore, Adeniyi Fagbamigbe, Joshua O Akinyemi, Festus Okoh, Cyril Ademu, Issa Kawu, Jo-Angeline Kalambo, James Ssekitooleko

“…These should be targeted as part of integrated malaria elimination efforts.…”
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The adherence to the guidelines for assessing and treating Wernicke's encephalopathy in patients with alcohol withdrawal by Morgan Inwood, Fiona McGrehan, Ann Lockman

“…Further education on the risk assessment of WE and its treatment is essential, and integrating the guidelines into the alcohol withdrawal protocol could facilitate appropriate prescribing.…”
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Spatial extension of soil water regime variables derived from soil moisture values using geomorphological variables in Hungary by Tamás Deák, András Dobai, Zoltán Károly Kovács, Ferenc Molnár, Endre Dobos

“…This study addresses the challenge of extending soil moisture data and related soil water regime variables in heterogeneous agricultural landscapes by integrating geomorphological variables (GVs) derived from high-resolution digital elevation models (DEM). …”
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Building for the mind a neuro-architectural approach of spatial experience for sustainable mental health and wellbeing by Alaa Akmal Elghor, Zeinab Shafik, Atef Abdel-Moneim Ali, Mennat-Allah Elhusseiny

“…Thus, sustainable design is not limited to applying surficial strategies, but also can be included into actual evaluation based on biological variations. Thus, sustainable architecture and wellbeing can be proven scientifically to inform architects and designers regarding a revolutionary approach in designing spaces.…”
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Multi-environmental evaluation of barley core collection against spot blotch for genetic variability and identification of promising genotypes exhibiting resistance by Shiv Shankar Patel, Shyam Saran Vaish, Sherry Rachel Jacob, Gyanendra Pratap Singh, Vikender Kaur

“…These findings provide valuable insights for future breeding programs focused on integrating resistance traits into new barley varieties.…”
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Large-scale genomic analysis reveals significant role of insertion sequences in antimicrobial resistance of Acinetobacter baumannii by Fei Xie, Lifeng Wang, Song Li, Long Hu, Yanhua Wen, Xuming Li, Kun Ye, Zhimei Duan, Qi Wang, Yuanlin Guan, Ye Zhang, Qiqi Shi, Jiyong Yang, Han Xia, Lixin Xie

“…Our study advances this approach by integrating both rule-based and machine learning models to predict AMR in A. baumannii. …”
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Development and evaluation of a web-based diet quality screener for vegans (VEGANScreener): a cross-sectional, observational, multicenter, clinical study by Tooba Asif, Anna Ouřadová, Ainara Martínez Tabar, Vanessa Bullón-Vela, Sandra Müller, Joelina Dietrich, Vanessa Keller, Marina Heniková, Eliška Selinger, Isabelle Herter-Aeberli, Maria Wakolbinger, Willem De Keyzer, Willem De Keyzer, Wendy Van Lippevelde, Monika Cahová, Leonie H. Bogl, Leonie H. Bogl, Marek Kuzma, Maira Bes-Rastrollo, Maira Bes-Rastrollo, Stefaan De Henauw, Markus Keller, Selma Kronsteiner-Gicevic, Selma Kronsteiner-Gicevic, Eva Schernhammer, Eva Schernhammer, Jan Gojda

“…Participants with diseases affecting metabolism and intestinal integrity will be excluded. The clinical assessment will include a structured medical history, along with taking blood pressure and anthropometric measurements. …”
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