Recommendation Algorithm in Double-Layer Network Based on Vector Dynamic Evolution Clustering and Attention Mechanism by Jianrui Chen, Zhihui Wang, Tingting Zhu, Fernando E. Rosas

“…This algorithm is capable of fully exploring dynamical changes of user preference over time and integrates the user and item layers via an attention mechanism to build a double-layer network model. …”
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Legitimacy of Social Justice in the Terrorism Regulations: Insight from Several Countries by Ali Masyhar, Rohadhatul Aisy, Akhmedova Mehrinigor Bahodirovna, Gaini Mukhanova

“…The findings of this research show that, first, it is crucial to integrate procedural justice and legitimacy principles into counterterrorism initiatives to preserve public confidence in the justice system, prevent exploitation, and uphold human rights. …”
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Marine Nature Reserve: The Starting Point of Marine Ecological Environment Protection in China? by Quansheng Wang, Guoqing Han, Qi Zhang

“…Over the past six decades, China has established a network of marine protected areas, including marine nature reserves and marine specially protected areas (including marine parks), which have played a pivotal role in safeguarding the marine environment and biodiversity, promoting the integration of land and sea, and defending the country’s maritime rights and interests. …”
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From fairy rings to fairy chemicals: The story from nature phenomenon to commercial application by Shaolong Liu, Chanjuan Ye, Jie Guo, Da‐gang Chen, Juan Liu, Xin‐qiao Zhou, Bin Jia, Yixiong Zheng, Jing Wu, Hirokazu Kawagishi, Ke Chen, Chuan‐guang Liu

“…This review systematically integrated multiple facets of FCs, encompassing their discovery, the biochemical synthesis pathways giving rise to FCs, the derivatives and compounds originated from FCs, and their emerging applications in agriculture, beauty industry and medical sciences. …”
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A Codesigned Compact Dual-Band Filtering Antenna with PIN Loaded for WLAN Applications by Shanxiong Chen, Yu Zhao, Maoling Peng, Yunji Wang

“…A codesigned compact dual-band filtering antenna incorporating a PIN diode for 2.45/5.2 GHz wireless local area network (WLAN) applications is proposed in this paper. The integrated filtering antenna system consists of a simple monopole radiator, a microstrip dual-band band-pass filter, and a PIN diode. …”
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Immunotherapy of Ovarian Cancer: The Role of Checkpoint Inhibitors by Francesca De Felice, Claudia Marchetti, Innocenza Palaia, Daniela Musio, Ludovico Muzii, Vincenzo Tombolini, Pierluigi Benedetti Panici

“…Although surgery and chemotherapy can improve survival rates, it is necessary to integrate alternative strategies to improve the outcomes. …”
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Research on Fine‐Grained Phenotypic Analysis of Temporal Root Systems – Improved YoloV8seg Applied for Fine‐Grained Analysis of In Situ Root Temporal Phenotypes by Qiushi Yu, Meng Zhang, Liuli Wang, Xingyun Liu, Lingxiao Zhu, Liantao Liu, Nan Wang

“…To date, methods for root system phenotypic analysis have predominantly focused on semantic segmentation, integrating phenotypic extraction software to achieve comprehensive root phenotype analysis. …”
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Physics Informed Neural Networks for Modeling Large-Scale Wind Driven Ocean Circulation by Boohyun An, Mohammad Z. Shanti, Chan Yeob Yeun, Ernesto Damiani, Sungmun Lee, Tae-Yeon Kim

“…This study investigates the application of the physics informed neural network as a meshfree collocation method for approximating solutions to large-scale wind driven ocean circulation models. By integrating the Stommel and Stommel-Munk models into the neural network framework, the neural network provides a viable alternative to traditional numerical methods for simulating ocean circulation. …”
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Artificial neural networks and remote sensing in the analysis of the highly variable Pampean shallow lakes by Graciela Canziani, Rosana Ferrati, Claudia Marinelli, Federico Dukatz

“…The results arestatistically significant. The integration of field and remote sensors datamakes it possible to retrieve information on shallow lake systems at broadspatial and temporal scales. …”
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Epigenetic Regulation of Stromal and Immune Cells and Therapeutic Targets in the Tumor Microenvironment by Kang Liu, Yue Li, Minmin Shen, Wei Xu, Shanshan Wu, Xinxin Yang, Bo Zhang, Nengming Lin

“…Recent studies have illuminated how epigenetic mechanisms integrate external cues and downstream signals, altering the phenotype of stromal cells and immune cells. …”
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Identification of therapeutic targets for Alzheimer’s Disease Treatment using bioinformatics and machine learning by ZhanQiang Xie, YongLi Situ, Li Deng, Meng Liang, Hang Ding, Zhen Guo, QinYing Xu, Zhu Liang, Zheng Shao

“…This study aimed to identify potential therapeutic targets for the treatment of AD using comprehensive bioinformatics methods and machine learning algorithms. By integrating differential gene expression analysis, weighted gene co-expression network analysis, Mfuzz clustering, single-cell RNA sequencing, and machine learning algorithms including LASSO regression, SVM-RFE, and random forest, five hub genes related to AD, including PLCB1, NDUFAB1, KRAS, ATP2A2, and CALM3 were identified. …”
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Interaction Between Educational Institution and Employers’ Organizations in Cultural Sphere: Study Experience by A. V. Shtoler, N. N. Shtoler, K. L. Yaprintseva

“…The choice of tools for such interactions indicates a lack of long-term aims, strategic character and focus on the solution of the personnel potential reproduction tasks and integration of cultural institutions into educational process, organization of joint scientific-research, artistic and creative, sociocultural projects. …”
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Advances in sodium-glucose transporter protein 2 inhibitors and tumors by Jiaqi Wang, Wenyong Yang

“…The aim of this article is to provide a comprehensive understanding of the research progress of SGLT2i in different tumors by integrating the latest studies and to encourage further exploration of SGLT2i therapies in clinical trials. …”
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Multi-functional broadband diffractive neural network with a single spatial light modulator by Bolin Li, Yinfei Zhu, Jinlei Fei, Runshi Zheng, Min Gu, Jian Lin

“…The designed DNN could operate independently or be readily integrated with other optical systems and may find applications in spectroscopy, microscopy, and information technology.…”
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Dynamic Simulation of Photothermal Environment in Solar Greenhouse Based on COMSOL Multiple Physical Fields by Huan Liu, Fankun Meng, Zhengnan Yan, Yuliang Shi, Subo Tian, Yanjie Yang, Xiaoye Li

“…Additionally, the potential of integrating with other real-time monitoring and control models was discussed. …”
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Inspirational Leadership in Encouraging Academic Achievement in Vocational High Schools by Cahyo Widodo, Sukatiman Sukatiman, Fajar Danur Isnantyo

“…It underscores the influence of leadership in integrating entrepreneurial values, developing innovative teaching methods, and creating an inclusive school culture. …”
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Synaptic Wnt/GSK3β Signaling Hub in Autism by Mario O. Caracci, Miguel E. Ávila, Giancarlo V. De Ferrari

“…In the present paper, we review basic information regarding the role of Wnt/β-catenin signaling in excitatory/inhibitory balance (E/I balance) through the regulation of pre- and postsynaptic compartments. Furthermore, we integrate information supporting the role of the glycogen synthase kinase 3β (GSK3β) in the onset/development of ASDs through direct modulation of Wnt/β-catenin signaling. …”
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Blowup Phenomena for the Compressible Euler and Euler-Poisson Equations with Initial Functional Conditions by Sen Wong, Manwai Yuen

“…When the pressure function P of the governing equations is of the form P=Kργ, where ρ is the density function, K is a constant, and γ>1, we can show that the nontrivial C1 solutions with nonslip boundary condition will blow up in finite time if H(0) satisfies some initial functional conditions defined by the integrals of f. Examples of the testing functions include rN-1ln(r+1), rN-1er, rN-1(r3-3r2+3r+ε), rN-1sin((π/2)(r/R)), and rN-1sinh r. …”
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Multistep photovoltaic power forecasting based on multi-timescale fluctuation aggregation attention mechanism and contrastive learning by Liang Yuan, Xiangting Wang, Yao Sun, Xubin Liu, Zhao Yang Dong

“…The integration of photovoltaic (PV) power into electrical grids introduces significant uncertainty due to the inherent volatility and intermittency of solar energy, underscoring the need for precise short and medium-term PV power forecasting. …”
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Development of an experimental setup for propeller performance measurements by Pugna Andreea, Hrab Călin, Hînsa Liviu-Nicolae, Hopârtean Andrei, Giurgea Corina-Maria, Marcu Lucian

“…This study introduces a compact, cost-effective experimental setup designed specifically for testing drone propellers on a small scale, making it accessible for both research and educational applications. The setup integrates off-the-shelf components, including a brushless motor controlled by an electronic speed controller (ESC), a load cell for precise thrust measurement, and a custom-built current sensor for power consumption analysis. …”
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