Smart building energy management with renewables and storage systems using a modified weighted mean of vectors algorithm by Mohamed Ebeed, Sabreen hassan, Salah Kamel, Loai Nasrat, Ali Wagdy Mohamed, Abdel-Raheem Youssef

“…The EM problem tackled involves optimizing the scheduling of multiple energy sources, including diesel generators, PV units, and batteries, within a smart building context. …”
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Research dynamics and frontier trends of orogenic gold deposits: a knowledge map based on bibliometrics by KeXin Liu, Nan Jiang, YongQiang Zhang

“…Orogenic gold deposits represent a vital component of global gold reserves, functioning as both significant sources of gold and essential indicators for understanding crustal metallogeny within collisional tectonic environments. …”
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A Two-Stream Deep Learning Framework for Robust Coral Reef Health Classification: Insights and Interpretability by Arslan Abdul Ghaffar, Gyu Sang Choi

“…We created a specialized dataset of 20,000 images by combining five public datasets, applying a class fusion process to ensure consistent class definitions across diverse data sources. Our methodology addresses challenges such as underwater variation and class imbalance through tailored data augmentation, multi-scale feature analysis, temporal modeling, and weighted loss functions. …”
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The Digital Transformation of Tafsir and Its Implications for Islamic Legal Derivation in the Contemporary Era by Ali Sati, Abdul Halim, Abdul Hayy Nasution, Muhammad Ridwan

“…Moving beyond a purely epistemological analysis, the study critically assesses how digital interfaces affect interpretive authority and methodological integrity and the production of contemporary legal responses to real-world issues, including Islamic digital finance, artificial intelligence ethics, and Sharia-based policymaking in digital environments. Utilizing a qualitative literature review combined with thematic content analysis, this research draws on classical sources and contemporary scholarship to investigate the shifting landscape of Islamic legal derivation in the digital age. …”
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Prediction of permeability and effective porosity values using ANN in Maleh field by Mohammed Essa Nassani, Ali Alaji

“…An artificial neural network (ANN) was constructed with three hidden layers—comprising 15, 10, and 4 neurons, respectively—utilizing well logging parameters (CAL, VCL, NPHI, RHOB, DT) as inputs. …”
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Preparation of PET matrix gradient composite fiber membrane for coal mine and Study on the dust filtration-moisture permeability by Gang ZHOU, Zhuo XU, Liwei JIANG, Guanshuang CHEN, Yunlong MA, Rulin LIU, Yongmei WANG

“…It could be concluded that the proposed multi-layer gradient fibrous filter medias will have broad application prospects in the area of respiratory protection in the humid-hot-dusty industrial/ mining environment, which could also provide a new approach for the resource utilization of wastes.…”
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Causal role of immunophenotypes in HIV-1 acquisition: insights from Mendelian randomization analysis by Nan Li, Chuan He

“…Protein–protein interaction networks demonstrated 5 functionally cohesive clusters. Multi-database analyses using Enrichr Analysis revealed functionally similar pathway enrichment: Cell cycle regulation (“G2 Phase”, Reactome; “G1/S Control”, WikiPathways), shedding light on crucial immune regulation mechanisms potentially instrumental in HIV-1 acquisition.…”
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Strategies for Digital Economy Operation of Urban Parks Guided by Gamification Methods by Zhaochen WANG

“…However, due to constraints such as construction scale, resource endowment, location and transportation, customer base, as well as external factors like public welfare attributes, funding sources, and policies, existing urban park operation strategies can hardly fully utilize the potential value of green spaces and achieve the ideal revenue capacity needed to support continuous park operation. …”
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Evaluation of Baby Leaf Products Using Hyperspectral Imaging Techniques by Antonietta Eliana Barrasso, Claudio Perone, Roberto Romaniello

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Control of Clostridioides difficile virulence and physiology by the flagellin homeostasis checkpoint FliC-FliW-CsrA in the absence of motility by Duolong Zhu, Katherine J. Wozniak, Firas Midani, Shaohui Wang, Xingmin Sun, Robert A. Britton

“…Furthermore, disruption of the fliC-fliW-csrA network results in significant changes in carbon source utilization and sporulation. This work highlights that key proteins involved in flagellar biosynthesis retain their regulatory roles in C. difficile pathogenesis and physiology independent of their functions in motility.IMPORTANCEClostridioides difficile is a leading cause of nosocomial antibiotic-associated diarrhea in developed countries with many known virulence factors. …”
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A halophilic metalloprotease from Salinivibrio sp. YH4 and its application in antioxidant peptide production by Dan Liu, Yuyang Xiao, Yuyang Xiao, Yingying Wei, Maojia Xie, Yu Huang, Chaoyu Gan, Hailun He, Hailun He

“…These findings addressed both environmental pollution and the growing demand for functional bioactive compounds. The results underscored the potential of halophilic biocatalysts in advancing circular economy strategies for protein resource utilization.…”
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Providing a Robust Dynamic Pricing Model and Comparing It with Static Pricing in Multi-level Supply Chains Using a Game Theory Approach by Sara Mehrjoo, Hanan Amoozad Mahdirji, Jalil Heidary Dahoei, Seyyed Hossein Razavi Haji Agha, Mahnaz Hosseinzadeh

“…Results This article introduces the development of a stochastic demand function utilizing genetic algorithms and particle optimization. …”
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CPS architecture design for urban roadway intersections based on MBSE by Chen Wang, Xiaoping Ma, Limin Jia, Zheng Lai, Zhexuan Yang, Han Yan, Jing Zhao

“…This method models and analyses exhaustively the system’s requirements, functions, and logical architecture using System Modeling Language (SysML). …”
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A Jurisprudential and Legal Inquiry into the Foundations and Limits of the Liability of Manufacturers of Internet of Things Devices by Zahra Sadat Mirhashemi, Fatemeh Najib Zadeh, Moein Gholamalipour

“… ‌ ∴ Methodology & Framework, if Applicable ∴ ‌This research employs a doctrinal legal methodology, utilizing comprehensive library-based resources to analyze and propose theories related to manufacturer liability in the IoT sector.‌ ∴ Results & Discussion ∴ ‌The research demonstrates that relying solely on the principle of destruction "It’laf" (causing loss) in Islamic jurisprudence is insufficient to establish the liability of IoT device manufacturers. …”
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An Improved Backbone Fusion Neural Network for Orchard Extraction by Baiyu Dong, Ziqi Wang, Chongzhi Chen, Ke Wang, Jing Zhang

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Design and Implementation of a Low-Cost Controlled-Environment Growth Chamber for Vegetative Propagation of Mother Plants by Jacqueline Guerrero-Sánchez, Carlos Alberto Olvera-Olvera, Luis Octavio Solis-Sánchez, Ma. Del Rosario Martínez-Blanco, Manuel de Jesús López-Martínez, Celina Lizeth Castañeda-Miranda, Genaro Martin Soto-Zarazúa, Germán Díaz-Flórez

“…The design features a removable tray that serves as a support for the mother plant, an observation window covered by a movable dark acrylic that prevents the passage of external light, and a vertical structure that facilitates optimal space utilization and ergonomic access. Functionality was conducted using a <i>Stevia rebaudiana</i> Bertoni mother plant maintained for 30 days under monitored conditions. …”
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Enantioselective construction of silicon-stereogenic vinylsilanes from simple alkenes by Kailin Yin, Jinyu Zhang, Deng Pan, Shu-Han Chen, Song Chen, Yufeng Shi, Genping Huang, Dongbing Zhao

“…Abstract The diverse utility of acyclic vinylsilanes has driven the interest in the synthesis of enantioenriched vinylsilanes bearing a Si-stereogenic center. …”
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GeoTemporal clustering for aquifer delineation: a big data approach to synchronizing and analyzing variable-length groundwater time series by Khalid ElHaj, Dalal Alshamsi

“…The modular clustering framework utilizes hierarchical agglomerative clustering and a custom hydrology-specific distance function. …”
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Reinforcement Learning-Based UAV Swarm Fission–Fusion Approach With Real-World Data-Integrated Validation by Xiaorong Zhang, Dacheng Qi, Wenrui Ding, Xinrui Zhang, Qingyi Liu, Yufeng Wang

“…This paper proposes a reinforcement learning–based UAV swarm fission–fusion approach with real-world data integrated validation for the swarm’s fission-fusion behavior in response to multiple unknown dynamic disturbances, along with a system validation method utilizing real-world data. The proposed approach effectively integrates fission–fusion dynamics with perception and control to enable UAV swarms to function robustly in the presence of such disturbances. …”
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Multimodal Metaverse Healthcare: A Collaborative Representation and Adaptive Fusion Approach for Generative Artificial-Intelligence-Driven Diagnosis by Jianhui Lv, Adam Slowik, Shalli Rani, Byung-Gyu Kim, Chien-Ming Chen, Saru Kumari, Keqin Li, Xiaohong Lyu, Huamao Jiang

“…MMLMH’s successful functioning in such complicated circumstances suggests that it can combine and process information streams from several sources. …”
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