Enhanced Workload Prediction in Data Centers Using Two-Stage Decomposition and Hybrid Parallel Deep Learning by Dalal Alqahtani, Hamidreza Imani, Tarek El-Ghazawi

“…Workload prediction is one of the most basic requirements in developing cost and energy-efficient Cloud Data Centers (CDCs). Most traditional approaches have suffered from noise and failed to capture the complex dynamic patterns in workload data, reducing their accuracy. …”
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Relationships between egg-recognition and egg-ejection in a grasp-ejector species. by Manuel Soler, Francisco Ruiz-Raya, Gianluca Roncalli, Juan Diego Ibáñez-Álamo

“…Brood parasitism frequently leads to a total loss of host fitness, which selects for the evolution of defensive traits in host species. …”
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An Innovative Green Dust Suppressant for Dry Climate Mining Areas in a Copper–Nickel Mine: Integration of Moisture Retention and Erosion Resistance by Zijun Li, Zhe Zhou, Yu Xu, Yin Chen

“…While dust suppressants are more efficient than the commonly used sprinkling methods in mines, traditional single-function dust suppressants are inadequate for the complex application environment of mine ramps. …”
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A minimized symbiotic gene set from the 1.68 Mb pSymB chromid of Sinorhizobium meliloti reveals auxiliary symbiotic loci by Jason V. S. Kearsley, Barney A. Geddes, George C. diCenzo, Maryam Zamani, Turlough M. Finan

“…We further established a 673-kb pSymB genome that engages consistently in N2-fixation with alfalfa with 45% efficiency. Conclusions The reduction of the pSymB genome showcases the complexity and nuance of its involvement in the N2-fixing symbiosis.…”
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Parents\' lived experience of parenting challenges after divorce: A phenomenological study by Roya Hamidi, Sedigheh Ahmadi, Hassan Heydari

“…A total of 16 individuals actively engaged in parenting following divorce were selected as research participants. These participants were recruited through purposeful sampling, ensuring maximum diversity, and were drawn from individuals referred to Family Court Complex 1 in Tehran. …”
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Advances in machine transliteration methods, limitations, challenges, applications and future directions by A’la Syauqi, Aji Prasetya Wibawa

“…Using the PRISMA framework, this review analyzes 73 selected studies on machine transliteration, covering both methodological advancements and its role in NLP applications. …”
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Screening and Validation: AI-Aided Discovery of Dipeptidyl Peptidase-4 Inhibitory Peptides from Hydrolyzed Rice Proteins by Cheng Cheng, Huizi Cui, Xiangyu Yu, Wannan Li

“…Peptides generated by simulated enzymatic hydrolysis were screened based on machine learning and docking scores, and four proline-rich peptides (PPPPPPPPA, PPPSPPPV, PPPPPY, and CPPPPAAY) were selected for MD analysis. The simulation results showed that PPPSPPPV formed a stable complex with the DPP-4 catalytic triad (Ser592–Asp670–His702) through electrostatic and hydrophobic interactions, with low structural fluctuation (RMSF < 1.75 Å). …”
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An Optimal Integral Fast Terminal Synergetic Control Scheme for a Grid-to-Vehicle and Vehicle-to-Grid Battery Electric Vehicle Charger Based on the Black-Winged Kite Algorithm by Ishak Aris, Yanis Sadou, Abdelbaset Laib

“…The management of power flow in both directions is highly complex and sensitive, which requires employing a robust control scheme. …”
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Integrating Metaheuristics and Machine Learning for Enhanced Vehicle Routing: A Comparative Study of Hyperheuristic and VAE-Based Approaches by Kassem Danach, Louai Saker, Hassan Harb

“…The VRP with prioritized customers introduces additional complexity by requiring efficient routing while ensuring high-priority customers receive service within strict constraints. …”
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Diffusion tensor imaging biomarkers for assessing cognitive and physical function in aging by Jungsoo Lee, Woohee Han, Hyunjin Kim

“…Distinct tract-function relationships were observed across physical and cognitive subdomains, emphasizing the complex and domain-specific roles of white matter in functional outcomes. …”
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Multiphysics Modeling and Performance Optimization of CO₂/H₂O Co-Electrolysis in Solid Oxide Electrolysis Cells: Temperature, Voltage, and Flow Configuration... by Rui Xue, Jinping Wang, Jiale Chen, Shuaibo Che

“…This multiscale simulation reveals the complex coupling mechanisms in SOEC co-electrolysis, offering theoretical foundations for developing efficient carbon-neutral technologies.…”
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Leveraging Digital Twin for operational resilience in the oil and gas industry by Giovanni Mazzuto, Ilaria Pietrangeli, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua

“…Motivation: The oil and gas industry is a highly complex and interconnected environments, where system failures or cyber threats can lead to severe operational and safety risks. …”
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Development of RT h-CLAT, a Rapid Assessment Method for Skin Sensitizers Using THP-1 Cells as a Biosensor by Hiroki Koyama, Ayami Maeda, Peiqi Zhai, Keiichiro Koiwai, Kouichi Kurose

“…However, existing assays remain complex and costly. To address this, we recently developed a more efficient, cost-effective, and accurate method for evaluating skin sensitizers by using immune cell-derived THP-1 cells as a biosensor, coupled with an RT-PCR-based assay. …”
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Neurovision: A deep learning driven web application for brain tumour detection using weight-aware decision approach by Thota Rishik Sai Santhosh, Sachi Nandan Mohanty, Nihar Ranjan Pradhan, Tauseef Khan, Morched Derbali

“…Therefore, identification of a potential brain tumour is challenging owing to the complex behaviour and structure of the human brain. …”
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Noncovalently Immobilized Glucose Oxidase/Horseradish Peroxidase Cascade on Polyamide Supports for Eco-Friendly Polyaniline Synthesis by Nadya V. Dencheva, Joana F. Braz, Sofia A. Guimarães, Zlatan Z. Denchev

“…Among all systems, the GOx/HRP@PA4-Fe complex exhibited the highest activity, being approximately 1.5 times greater than the native enzyme dyad, followed by the PA6-supported system with slightly inferior performance. …”
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BiLSTM-Based Parallel CNN Models With Attention and Ensemble Mechanism for Twitter Sentiment Analysis by Anas W. Abulfaraj

“…Three parallel CNN layers extract complex low-level features from embeddings after the embedding layer. …”
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A data-driven PCA-RF-VIM method to identify key factors driving post-fracturing gas production of tight reservoirs by Yifan Zhao, Xiaofan Li, Lei Zuo, Zhongtai Hu, Liangbin Dou, Huagui Yu, Tiantai Li, Jun Lu

“…Analyzing and obtaining these ten controlling factors provides engineers with a new insight into the reservoir selection for fracturing stimulation and fracturing parameter optimization to improve fracturing efficiency and productivity.…”
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Ion recognition enables fast Mg–Cl bond dissociation kinetics and better Mg plating/stripping reversibility by Jiacheng Yang, Jinlei Zhang, Kun Zhang, Jing Liu, Zhenfang Zhou, Zhenjiang Li, Guicun Li, Guanglei Cui, Zhonghua Zhang

“…The exposed electron-rich N/O sites and electron-deficient Co sites can regulate the adsorbing structure configuration of [Mg-Cl]+ complex ions by selectively bonding with the Mg2+ and Cl– through chemical coordination linkage, respectively. …”
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Fine‐Tuning 2D Heterogeneous Channels for Charge‐Lock Enhanced Lithium Separation from Brine by Yaxin Hao, Xin Liu, Yaoling Zhang, Xin Zhang, Zhan Li, Ximeng Chen

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Determination of Nitrate Nitrogen and Nitrite Nitrogen in Brackish and Saline Waters by Flow Injection Analysis by Hongbin SUN, Huiyuan ZANG, Xin ZHANG, Yun ZHU, Lei WANG

“…Among them, chromatography and electrochemistry require expensive and complex instruments or reagent; while spectrophotometry, although using simple equipment, has complex manual operation. …”
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