Applications of Deep Reinforcement Learning for Home Energy Management Systems: A Review by Dominik Latoń, Jakub Grela, Andrzej Ożadowicz

“…In the context of the increasing integration of renewable energy sources (RES) and smart devices in domestic applications, the implementation of Home Energy Management Systems (HEMS) is becoming a pivotal factor in optimizing energy usage and reducing costs. …”
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Green energy from waste: Evaluating the sustainability of anaerobic biofuel technologies by Nagarjuna Prakash Dalbanjan, Karuna Korgaonkar, Arihant Jayawant Kadapure, Sachin Basavaraj Halladamani, Gulappagouda Ramangouda, Praveen Kumar S. K

“…Comparative analysis with other renewable energy sources, like solar and wind, demonstrates the unique advantages and limitations of anaerobic biofuel technologies. …”
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Haemoptysis as Complication of Wire-Guided Pulmonary Vein Orifice Cryoballoon Ablation in Complex Anatomy: a Clinical Case Series by I. N. Sorokin, S. A. Ayvazyan, K. G. Gorshenin, S. I. Buslaeva, M. I. Dvornikova, A. A. Seregin

“…The described clinical case series presents novel evidence to revisit the complication sources.Materials and methods. Four haemoptysis-complicated cryoballoon ablations of pulmonary vein orifice have been analysed retrospectively. …”
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Designing a Conceptual Digital Twin Architecture for High-Temperature Heat Upgrade Systems by Alexandru Matei, Alex Butean, Constantin-Bala Zamfirescu, José Daniel Marcos

“…However, a significant shift towards renewable and sustainable heat sources is underway, supported by environmental policies and actions such as the European Green Deal. …”
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IKEChecker: grammar-guided stateful fuzzer for IKE protocol implementions by ZHENG Yonghui, ZHAO Dongliang, GU Chunxiang, ZHANG Xieli

“…Testing was conducted on two widely used open-source IKE protocol implementations, strongSwan and Libreswan, resulting in the revelation of 4 undisclosed vulnerabilities. …”
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Emerging Trends in the Integrating Remote Sensing and Machine Learning for Groundwater Resources Management: A Bibliometric Study by Abolfazl Akbarpour, Moein Tosan, Raziyeh Shamshirgaran

“…The integration of multi-source remote sensing data (including data from new-generation satellites and aerial platforms) with advanced artificial intelligence algorithms (such as deep neural networks, physics-informed models, and reinforcement learning methods) is expected to become a central focus for leading researchers in hydrology, water resources, and machine learning engineering. …”
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Can eating nuts reduce the risk of dementia? - narrative review by Ewa Malaka, Martyna Byrska, Marlena Zubiak, Hanna Barska-Kobylińska, Marta Janura, Sara Langner

“…In recent years, there has been growing interest in the role of diet in reducing the risk of developing dementia, including the consumption of nuts, which are a rich source of nutrients with potential neuroprotective properties. …”
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H2-free hydrodeoxygenation of microalgae biomass using Pd-Ni/γ-Al2O3 bimetallic nanocatalyst in the supercritical environment by Somayeh Zonoubi, Mohammad Barati, Mohammad Ghanbari, Masood Hamadanian

“…Abstract Hydrodeoxygenation (HDO) of Chlorella vulgaris bio-oil as a renewable energy source was evaluated in a supercritical fluid mixture as both a hydrogen donor and solvent, with and without the Pd-Ni/γ-Al₂O₃ nanocatalyst. …”
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In Vitro Production of Plantlets and Microrhizomes, Genetic Fidelity Assessment, and Metabolic Profiling of <i>Boesenbergia rotunda</i> (L.) Mansf. by Kankamon Thepthong, Supanath Kanjanawattanawong

“…These findings support the development of efficient micropropagation methods and highlight MRZ as a source of diverse bioactive compounds, contributing to the medicinal value of <i>B. rotunda</i> in sustainable and large-scale production.…”
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The Effect of Land Clearing Techniques on the Chemical and Biological Character of Soil in Sugarcane Fields by Anna Kusumawati, Lintang Panjali Siwi Pambayun

“…Therefore, this study recommends that sugarcane residues be returned to the land as a source of organic matter to maintain soil health, biodiversity, and optimal productivity.…”
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A review of mangrove degradation assessment using remote sensing: advances, challenges, and opportunities by Shan Wei, Hongsheng Zhang, Jing Ling

“…We summarized the remote sensing approaches employed, the specific proxies or indicators derived from remote sensing data to characterize mangrove degradation, the primary remote sensing datasets utilized and remote sensing image classification methods. We also identified the key challenges (e.g. lack of optimal proxies, confusions between true degradation and natural variability) and emerging opportunities for future research in the remote sensing-based assessment of mangrove degradation. …”
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Evaluation of Energy Saving and Carbon Reduction for Quasi-low Temperature Green Grain Storage in Granary Energy Pile System by ZENG Chang-nv, MA Sai-long, ZHANG Zhen

“…Furthermore, when compared to other cooling solutions such as grain cooling machines, air conditioning, and ground-source heat pumps, the energy consumption of the energy pile system was reduced by 65.6%, 45.9%, and 25.0%, respectively.…”
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A combined prediction model for middle and long-term water and sediment forecasting based on causal analysis feature selection by XuanZhao Kong, KeBin Shi, HaiKun Yao, SiHai Liu

“…In complex hydrological systems, collected multivariate time series contain critical system features, yet traditional feature selection methods fail to consider inter-variable causal relationships. …”
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Technology Gap Analysis on the BIM-Enabled Design Process of Prefabricated Buildings: An Autoethnographic Study by Ding Zhou, Longbao Chen, Guohua Wei, Jiahui Zhang, Pengxiang Guo, Huigang Wang, Junpeng Zhao, Weijia Huang

“…It advocates for a comprehensive technology roadmap that emphasizes BIM libraries, external data sources, and the transition to a multi-dimensional BIM environment. …”
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Strategies for Improving Contact-Electro-Catalytic Efficiency: A Review by Meng-Nan Liu, Jin-Hua Liu, Lu-Yao Wang, Fang Yin, Gang Zheng, Ru Li, Jun Zhang, Yun-Ze Long

“…Furthermore, it explores methods to improve the catalytic efficiency of CEC by optimizing catalytic conditions, the structure of catalyst materials, and the start-up mode. …”
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VRU-YOLO: A Small Object Detection Algorithm for Vulnerable Road Users in Complex Scenes by Yunxiang Liu, Yuqing Shi

“…However, due to their small size and unpredictable movements, existing detection methods struggle to provide stable and accurate results under real-time conditions. …”
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Machine learning supported ground beef freshness monitoring based on near‐infrared and paper chromogenic array by Yihang Feng, Yi Wang, Burcu Beykal, Zhenlei Xiao, Yangchao Luo

“…Changes in ground beef volatile organic compounds during storage were captured in the shifts of PCA color patterns. Nippy, an open‐source Python module, was used for automated NIR spectra preprocessing. …”
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Physicochemical and Functional Properties of Soluble and Insoluble Dietary Fibers in Whole Grains and Their Health Benefits by Pathumi Ariyarathna, Patryk Mizera, Jarosław Walkowiak, Krzysztof Dziedzic

“…Future research should focus on enhancing the bioavailability and functionality of whole-grain dietary fibers, optimizing the methods by which they are extracted, and exploring their potential applications in the food and pharmaceutical industries.…”
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Microbial Bioremediation of Petroleum Contaminated Soil: Structural Complexity, Degradation Dynamics and Advanced Remediation Techniques by Pratik Kakde, Jaigopal Sharma

“…This review paper systematically examines the current state of knowledge regarding soil contamination with petroleum hydrocarbons, focusing on diverse sources and the extent of contamination. The investigation encompasses a range of hydrocarbon compounds, including aliphatic and aromatic fractions, emphasizing the dynamic nature of the contamination scenarios. …”
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Hubungan Intensitas Pemanfaatan Perpustakaan Terhadap Hasil Belajar Mahasiswa: Study Kasus pada UPT Perpustakaan Universitas Muhammadiyah Bengkulu by Meri Susanti

“…In the process of teaching and learning in the campus lecturers are required to perform optimally the curriculum that has been set in the form of syllabus. …”
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