IT Equipment Automatic Configuration Method Based on Energy Consumption Prediction by CHEN Xiaojiang, HUANG Hongcong, CAI Xuelong, DING Bo

“…In this method, the LSTM is first used to capture the temporal dependencies of IT equipment energy consumption features. And then a graph structure is constructed and the spatial dependencies between features are uncovered through GCN, and periodically captures the dynamic energy consumption patterns of IT equipment. …”
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Optimal energy management of distributed generation resources in a microgrid under various load and solar irradiance conditions using the artificial bee colony algorithm by Tareq Hamadneh, Omar Alsayyed, Belal Batiha, El Manaa Barhoumi, Mehrdad Ahmadi Kamarposhti, Hassan Haghighi, Phatiphat Thounthong, Ilhami Colak

“…Achieving these objectives requires comprehensive modeling of all microgrid components, including load profiles, generation sources, and the network structure. In recent years, metaheuristic optimization techniques have gained significant traction due to their flexibility and robustness in handling complex, nonlinear, and multi-objective problems without the need for initial estimations. …”
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Rhinitis in the Geriatric Population: Epidemiological and Cytological Aspects by Matteo Gelardi, Rossana Giancaspro, Elisa Boni, Mario Di Gioacchino, Giulia Cintoli, Michele Cassano, Maria Teresa Ventura

“…Presbynasalis, encompassing age-related sinonasal changes, includes reduced allergic responses, increased chronic rhinosinusitis, altered nasal structure, and impaired mucociliary clearance. Non-allergic rhinitis, atrophic rhinitis, and overlapping rhinitis further complicate AR diagnosis in the elderly. …”
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S100A12 in Digestive Diseases and Health: A Scoping Review by Alexandre Carvalho, Jacky Lu, Jamisha D. Francis, Rebecca E. Moore, Kathryn P. Haley, Ryan S. Doster, Steven D. Townsend, Jeremiah G. Johnson, Steven M. Damo, Jennifer A. Gaddy

“…One protein in particular, S100A12 (also called EN-RAGE or calgranulin C), is highly abundant in neutrophils during acute inflammation and has been implicated in immune regulation. Structure-function analyses reveal that S100A12 has the capacity to bind calcium, zinc, and copper, processes that contribute to nutritional immunity against invading microbial pathogens. …”
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From solid waste to subgrade stabilizer: lithium slag-calcium carbide residue geopolymer for silty clay subgrade stabilization by Gaohang Cui, Mengjia Duan, Xiuhao Lian, Xinlei Xiao

“…These gels alter the soil structure from loose contact-based to cemented bonding, forming a denser matrix with enhanced mechanical performance. …”
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Spatiotemporal Dynamics and Trade-Off Analysis of Ecosystem Services in the Caijiachuan Watershed of the Loess Plateau by Guiyun Song, Tianxing Wei, Qingke Zhu, Huaxing Bi, Jilong Qiu, Junkai Zhang

“…., slope and elevation), and vegetation structure are key drivers of these trade-offs. This study provides scientific evidence to support ecological management and policy formulation in reforested areas of the Loess Plateau.…”
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Highly Sensitive D-Shaped Plasmonic Refractive Index Sensor for a Broad Range of Refractive Index Detection by Emranul Haque, Abdullah Al Noman, Md. Anwar Hossain, Nguyen Hoang Hai, Yoshinori Namihira, Feroz Ahmed

“…In this paper, an extremely sensitive Photonic Crystal Fiber (PCF) based Surface Plasmon Resonance (SPR) sensor having D-shaped structure has been proposed. Gold has been used as the plasmonic material, and it has been coated outside of the fiber on its glassy surface to detect the change in the refractive index of the surrounding medium. …”
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Revealing the Complexity of Host-Parasite Relationships Between Syringophilid Mites and Sunbirds in Their Global Range by Bozena Sikora, Markus Unsoeld, Roland R. Melzer, Stefan Friedrich, Martin Hromada

“…The temperature of nestedness at 13.49 suggests a well-organised network structure. Additionally, normalised specialisation (d’) ranged from 0.60 to 1, reflecting unique host–parasite interactions. …”
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Data-Efficient Approach to Humanoid Control by Fine-Tuning a Pre-Trained GPT on Action Data by Siddharth Padmanabhan, Kazuki Miyazawa, Takato Horii, Takayuki Nagai

“…While dynamic data can accelerate learning via supervision, datasets typically lack substantial amounts of such action labels, that are also difficult to be directly used for training due to the unique structure of each human/humanoid systems. In this study, we pre-trained a Generative Pre-trained Transformer (GPT) based model on expert policy-rollout observations only (without actions) from a humanoid motion dataset. …”
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Аnalysis of the Actual Condition of Pre-Insulated Pipelines of District Heating Systems After Operation by V. A. Sednin, A. V. Sednin, A. I. Bondarovich, I. A. Nekalo, A. D. Mukhin

“…Values of the shear strength limit of the pre-insulated pipe construction  in many tests was less than 0.12 MPa, indicating a potential risk of failure in the thermal insulation structure of the pipe. Besides, there is no specific correlation with either the service life of the pipes or the temperature regime.…”
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Biological Mechanisms of Enterotoxigenic <i>Bacteroides fragilis</i> Toxin: Linking Inflammation, Colorectal Cancer, and Clinical Implications by Seyedesomaye Jasemi, Paola Molicotti, Milena Fais, Ilaria Cossu, Elena Rita Simula, Leonardo A. Sechi

“…This review examines the biological structure and activity of BFT, with a focus on its role in epithelial injury, inflammatory responses, and tumorigenesis. …”
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The Sun’s Open–Closed Flux Boundary and the Origin of the Slow Solar Wind by Chloe P. Wilkins, David I. Pontin, Anthony R. Yeates, Spiro K. Antiochos, Hannah Schunker, Bishnu Lamichhane

“…We analyze the global magnetic field structure and OCB from 2010 December to 2019 December using three coronal magnetic field models: a potential-field source-surface (PFSS) model, a static equilibrium magnetofrictional model, and a time-dependent magnetofrictional model. …”
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A Bayesian stable isotope mixing model for coping with multiple isotopes, multiple trophic steps and small sample sizes by Risto Heikkinen, Heikki Hämäläinen, Mikko Kiljunen, Salme Kärkkäinen, Jos Schilder, Roger I. Jones

“…C, N, H) for two trophic levels, when the structure of the food web is known. In addition, the model allows inclusion of latent trophic levels (i.e. for which no empirical data are available) intermediate between sources and measured consumers. …”
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Identification of a novel pyrrolo[2,3-b]pyridine compound as a potent glycogen synthase kinase 3β inhibitor for treating Alzheimer’s disease by Qing-Qing Xun, Jing Zhang, Lei Feng, Yu-Ying Ma, Ying Li, Xiao-Long Shi

“…S01 inhibited GSK-3β, with an IC50 of 0.35 ± 0.06 nM, and had an acceptable kinase selectivity for 24 structurally similar kinases. Western blotting assays indicated that S01 efficiently increased the expression of p-GSK-3β-Ser9 and decreased p-tau-Ser396 levels in a dose‐dependent manner. …”
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Hepatopulmonary Syndrome in Patients with Liver Cirrhosis: Prevalence, Clinical Significance, Clinical Features, Therapeutic Approaches by A. S. Tsymbal, M. A. Karnaushkina, O. S. Arisheva, N. D. Kislyy, Z. D. Kobalava

“…The aim of this review is to structure the current data and the accumulated experience for an earlier verification of the diagnosis and accordingly, to apply the optimal management tactics for patients with this pathology. …”
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Artificial intelligence for microgrids design, control, and maintenance: A comprehensive review and prospects by Mojtaba Hadi, Elhoussin Elbouchikhi, Zhibin Zhou, Abdelhakim Saim, Miadreza Shafie-khah, Pierluigi Siano, Hesam Rahbarimagham, Pau Marti Colom

“…This paper begins by exploring the fundamentals of microgrids, emphasizing their structure, components, and control aspects. After introducing essential AI techniques, it analyzes their role in various microgrid domains, such as design, control, and maintenance. (1) In the design realm, the focus is on optimal sizing. (2) In the realm of control, a hierarchical framework comprising primary, secondary, and tertiary levels is introduced. …”
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Investigation of the interactions and electromagnetic shielding properties of graphene oxide/platinum nanoparticle composites prepared under low-dose gamma irradiation by Dejan Kepić, Miloš Milović, Dušan Sredojević, Andjela Stefanović, Brankica Gajić, James L. Mead, Blaž Nardin, Blaž Likozar, Janvit Teržan, Muhammad Yasir, Warda Saeed, Svetlana Jovanović

“…Various spectroscopic and microscopic methods were employed to structurally and morphologically characterize the prepared composites, and the nature of the interactions between graphene oxide sheets and platinum clusters was investigated using density function theory (DFT). …”
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Improved Performance for Dye-Sensitized Solar Cells Using a Compact TiO2 Layer Grown by Sputtering by Hung-Chih Chang, Ming-Jenq Twu, Chun-Yao Hsu, Ray-Quen Hsu, Chin-Guo Kuo

“…The XRD patterns for the TiO2 films for FTO/glass show a good crystalline structure and anatase (101) diffraction peaks, which demonstrate a higher crystallinity than the ITO/glass films. …”
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A Novel Copula-Based Multi-Feature CFAR Framework for Radar Target Detection by Juan Li, Yunlong Dong, Ningbo Liu, Yong Huang, Xingyu Jiang, Jinping Sun

“…First, a Copula-CFAR theorem is established, which models the feature dependence structure and enables the derivation of closed-form expressions for probability of false alarm (PFA) and detection probability across various Copula models. …”
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Ultrapure and efficient electroluminescence in alkali metal doped inorganic perovskite quantum wires arrays by Yang Bryan Cao, Yu Fu, Yu Zhou, Xiao Qiu, Daquan Zhang, Yucheng Ding, Ying Xie, Beitao Ren, Qingsong Shan, Pok Fung Chan, Wenying Tang, Feng Xue, Xiaofei Sun, Kemeng Zhou, Jin-Feng Liao, Zijin Jin, Qianpeng Zhang, Jiannong Wang, Dai-Bin Kuang, Xinhui Lu, Yuanjing Lin, Haibo Zeng, Zhiyong Fan

“…Here we provide unambiguous evidence for the formation of Rb+ and K+ substitutionally doped stable perovskite cubic crystal structure in the form of quantum wires embedded in nanoporous alumina template. …”
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