Data-driven predictive models for sustainable smart buildings by Prabhu Rajaram, Gnana Swathika O․V․

“…The integration of renewable energy sources in smart buildings fosters a synergistic relationship between clean energy generation and smart energy management systems. …”
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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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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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Eco‐Friendly Biomass‐Based Carbon Dots, Carbon Nanotubes, Graphene, and Their Derivatives for Enhanced Oil Recovery: A New Horizon for Petroleum Industry by Ruhul Amin Foisal, Prof. Dr. Abu Bin Imran, Prof. Dr. Al‐Nakib Chowdhury

“…Abstract Oil extraction from reservoirs has never been easy, particularly when easily accessible oil sources run out. Enhanced oil recovery (EOR) is a dynamic area of petroleum engineering that seeks to maximize the quantity of crude oil that can be retrieved from an oil field. …”
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Fabrication and characterization of corn starch based bioplastic for packaging applications by Md. Arefin Kowser, Hanif Mahmud, Mohammad Asaduzzaman Chowdhury, Nayem Hossain, Juhi Jannat Mim, Safiul Islam

“…The prepared bioplastic samples can be utilized as a developing substitute for traditional polymers in packaging made of bio-sourced materials due to their wide availability, biodegradability, easy processing, and good antimicrobial and barrier properties.…”
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Bibliometric analysis of laryngeal cancer treatment literature (2003–2023) by Yan Zhao, Jiancheng Xue

“…Overall, the two tools differ in terms of functionality, data sources, visualization effects, and operational complexity, offering researchers complementary options for bibliometric analysis based on their specific needs.) …”
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Use ATCCfinder to identify commercially available American Type Culture Collection strains based on sequence queries by Samuel I. Koehler, Earl A. Middlebrook, Blake T. Hovde, Erik R. Hanschen

“…ATCCfinder efficiently accesses, queries, and summarizes ATCC resources, identifying purchasable strains homologous to historical sequences, functional genes, operons, and other genetic components.…”
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Unveiling Theranostics: Nanocomplex-Assisted Photodynamic Eradication of Aggressive Cancer Cells and Modulation of Tumor-Associated Macrophages by Butkute A, Kazlauske E, Mlynska A, Peciukaityte E, Karabanovas V, Rotomskis R, Steponkiene S

“…Austeja Butkute,1,2,* Evelina Kazlauske,3,4,* Agata Mlynska,1,4 Emile Peciukaityte,3 Vitalijus Karabanovas,3,4 Ricardas Rotomskis,3,5 Simona Steponkiene3 1Laboratory of Immunology, National Cancer Institute, Vilnius, Lithuania; 2Life Science Center, Vilnius University, Vilnius, Lithuania; 3Biomedical Physics Laboratory of National Cancer Institute, Vilnius, Lithuania; 4Department of Chemistry and Bioengineering, Vilnius Gediminas Technical University, Vilnius, Lithuania; 5Biophotonics Group of Laser Research Center, Vilnius University, Vilnius, Lithuania*These authors contributed equally to this workCorrespondence: Simona Steponkiene, Biomedical Physics Laboratory of National Cancer Institute Vilnius, Vilnius, Lithuania, Email simona.steponkiene@nvi.ltBackground: Photodynamic therapy (PDT) is a promising tool that utilizes photosensitizers (PS) for two functions: cancer imaging by fluorescence (diagnostics), and treatment by the generation of reactive oxygen species (therapy). …”
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GeoGraphRAG: A graph-based retrieval-augmented generation approach for empowering large language models in automated geospatial modeling by Jianyuan Liang, Shuyang Hou, Haoyue Jiao, Yaxian Qing, Anqi Zhao, Zhangxiao Shen, Longgang Xiang, Huayi Wu

“…Geospatial modeling aims to integrate multiple geospatial data sources and geoprocessing functions based on user application demands to address complex geospatial challenges. …”
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Visualization of four-dimensional X-ray absorption fine structure data using a virtual reality system by Haruo Igarashi, Daiki Kido, Yutaka Ishii, Yasuhiro Niwa, Atsushi Okamoto, Masao Kimura

“…X-ray spectromicroscopy is extensively utilized for nondestructive mapping of chemical states in materials. …”
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Resolving Turbulence Drivers in Two Luminous Obscured Quasars with JWST/NIRSpec Integral Field Unit by Mandy C. Chen, Hsiao-Wen Chen, Michael Rauch, Andrey Vayner, Weizhe Liu, David S. N. Rupke, Jenny E. Greene, Nadia L. Zakamska, Dominika Wylezalek, Guilin Liu, Sylvain Veilleux, Nicole P. H. Nesvadba, Caroline Bertemes

“…In this Letter, we investigate the turbulence and energy injection in the extended nebulae surrounding two luminous obscured quasars, WISEA J100211.29+013706.7 ( z = 1.5933) and SDSS J165202.64+172852.3 ( z = 2.9489). Utilizing high-resolution data from the NIRSpec integral field unit onboard the James Webb Space Telescope, we analyze the velocity fields of line-emitting gas in and around these quasars and construct the second-order velocity structure functions (VSFs) to quantify turbulent motions across different spatial scales. …”
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Microbial dark matter spearheading the biogeochemical cycle in the Solar Lake of Taba, Egypt by Rehab Z. Abdallah, Ali H.A. Elbehery, Amged Ouf, Rania Siam

“…Some non-methanogenic MAGs had the genetic capacity to utilize methanol and glycine-betaine as carbon sources. …”
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Implementation of a Smart Home Intruder Detection System using a Vibrometer and ESP 32 CAM by Samuel Owoeye, Folasade Durodola, Adekunle Oyelami, Racheal Oladejo, Samuel Obasuyi, Ademola Qasim, Joshua Ogundairo

“…The topic of security is quite important; hence this paper presents the development and implementation of a Smart Intruder Detection System utilizing the ESP32-CAM board, the Vibrometer and the ATMega328P microcontroller to enhance lighting, security, and surveillance functionalities. …”
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Analysis of national health accounts in Iran (2002–2020) by Abdoreza Mousavi, Mahdi Mokhtari-Payam, Aliakbar Fazaeli, Mohammad Bakhtiari Aliabad

“…Methods: This descriptive study utilizes data from Iran’s national health accounts to examine health expenditures across various dimensions, including health functions, healthcare service providers, financing agents, and funding sources, covering the period from 2002 to 2020. …”
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Integration of Daylight in Building Design as a Way to Improve the Energy Efficiency of Buildings by Adrian Trząski, Joanna Rucińska

“…According to the United Nations Environment Programme reports, buildings are responsible for nearly 40% of energy-related emissions; therefore, energy-optimized building design is crucial to reduce the reliance on non-renewable energy sources as well as greenhouse gas emissions. The OECD reports indicate the use of Building Information Modelling (BIM) as one of the effective strategies for decarbonization of buildings, since a 3D digital representation of both physical and functional characteristics of a building can help to design a more efficient infrastructure. …”
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A Methodological and Structural Review of Parkinson’s Disease Detection Across Diverse Data Modalities by Abu Saleh Musa Miah, Taro Suzuki, Jungpil Shin

“…Parkinson’s Disease (PD) is a progressive neurological disorder that primarily affects motor functions and can lead to mild cognitive impairment (MCI) and dementia in its advanced stages. …”
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Automated Recipe Generation AI Tool from Food Images using Machine Learning. Approach for Ingredient Extraction and Cooking Instructions by Lwamaza, Eddy, Nuwasiima, Happy

“…It outlines the systematic approach taken to analyze user needs, define functional and non-functional requirements, and develop a robust system architecture. …”
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The responses of vegetation water use efficiency to biomass density and CO2 balance in dryland of Central Asia during 21st century by Alphonse Kayiranga, Xi Chen, Xuexi Ma, Dative Ingabire, Tie Liu, Yaoming Li, Emeka Edwin Igboeli, Eldiiar Duulatov, Hubert Hirwa, Clement Nzabanita, Ping Hu

“…Water-use efficiency (WUE) is a critical component that links plant carbon (CO2) and water cycles through various aspects of plant ecosystem functioning. However, the variations of plant CO2 in response to water use efficiency (WUE) across temperate dryland ecosystems remains inadequately understood. …”
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Integrated Analysis of Single‐Cell and Bulk RNA‐Sequencing Defines N7‐Methylguanosine (m7G)‐Mediated Modifications' Role in Prognosis and the Tumor Immune Microenvironment in Hepat... by Jiahua Liang, Mingjian Ma, Borui Xu, Cheng Zhong, Guangyan Zeng, Huijiao Lu, Jiaming Lai, Jiancong Chen

“…Data pertaining to m7G‐related protein and mRNA levels were sourced from the Human Protein Atlas (HPA) database. …”
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