Illustration image style transfer method design based on improved cyclic consistent adversarial network. by Xiaojun Wang, Jing Jiang

“…The model comprehensively utilizes the image restoration and style transfer capabilities of the attention mechanism and the cycle consistency adversarial network, and introduces an improved attention module, which can adaptively highlight the key visual elements in the illustration, thereby maintaining artistic integrity during the style transfer process. …”
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Exogenous strigolactones modulate antioxidant metabolism via CsD27 to enhance drought tolerance in tea plants by Jingyue Shen, Jingyue Shen, Manni Tong, Qingyun Yuan, Lizhi Long, Yuanzhi Shi

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Variations of microbial communities and enzyme activities in rhizosphere and non-rhizosphere soils of aged Loropetalum chinense forests in karst rocky mountains during dry and rain... by WANG Yanan1,2, MA Jiangming1,2*, LIANG Yueming3, YANG Hao1,2

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A Highly Charged Positive Cage Causes Simultaneous Enhancement of Type‐II and O2‐Independent‐Type‐I Photodynamic Therapy via One‐/Two‐Photon Stimulation and Tumor Immunotherapy via... by Xiao‐Dong Zhang, Hui‐Juan Yu, Shao‐Qi Guan, Yu‐Lin Lu, Yu Zhang, Yin‐Hui Huang, Ya‐Ping Wang, Chen‐Hui Liu, Zhong‐Min Cao, Yu‐Han Qin, Mei Pan, Jun Shen, Cheng‐Yong Su

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The landscape of immunogenic cell death-related genes predicts the overall survival and immune infiltration status of non-small-cell lung carcinoma by Jian Zhang, Huiying Li, Xi Zhang, Yue Yang, Yue Sun

“…For the analyses, we performed 50 functional and immunoinfiltration assessments for two risk groups. …”
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Single-Cell Transcriptomics Unveils the Mechanistic Role of FOSL1 in Cutaneous Wound Healing by Jingbi Meng, Ge Zheng, Yinli Luo, Ling Ge, Zhiqing Liu, Wenhua Huang, Meitong Jin, Yanli Kong, Shanhua Xu, Zhehu Jin, Longquan Pi

“…The upregulation of ‘cytoplasm organization’ and ‘response to gravity’ suggests roles in cellular adaptation. Molecular function analysis indicates alterations in ‘cytokeratin filaments’ and ‘growth factor binding,’ which are key for tissue repair. …”
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Load frequency control in isolated island city microgrids using deep graph reinforcement learning considering extensive scenarios by Ping He, Xiongwei Huang, Ruobing He, Linkun Yuan

“…In addition, transfer learning is utilized to bolster the agents’ learning efficacy and adaptability to new conditions. …”
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Chlorophyllase (PsCLH1) and light-harvesting chlorophyll a/b binding protein 1 (PsLhcb1) and PsLhcb5 maintain petal greenness in Paeonia suffruticosa ‘Lv Mu Yin Yu’ by Qing Hao, Tongtong Li, Gaojie Lu, Shuo Wang, Zhen Li, Cancan Gu, Fan Kong, Qingyan Shu, Yang Li

“…Introduction: Green flowers are not an adaptive trait in natural plants due to the challenge for pollinators to discriminate from leaves, but they are valuable in horticulture. …”
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Game Strategies for Data Transfer Infrastructures Against ML-Profile Exploits by Nageswara S. V. Rao, Chris Y. T. Ma, Fei He

“…The infrastructure’s throughput profile, estimated as a function of the connection round trip time using Machine Learning (ML) methods, is an indicator of its operational state, and has been utilized for monitoring, diagnosis and optimization purposes. …”
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Application of VGG16 in Automated Detection of Bone Fractures in X-Ray Images by Resky Adhyaksa, Bedy Purnama

“…The training and testing phases utilized an 80:20 split of the data, employing binary cross-entropy as the loss function and the Adam optimizer for efficient weight updates. …”
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Ion Activity Coefficient of Sodium Halides in Anion-Exchange Polymers: Empirical Model Based on Manning’s Counterion Condensation Theory by Guiming Liu, Dandan Gao

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Agricultural regionalization based on soil environment quality—a case study of Zhejiang Province by XU Hong-dai, WEI Xin, HUANG Wei, MAO Xiao-bao, DONG Yan-xiang

“…The results above are propitious to high effective and sustainable utilization of soil resource in Zhejiang Province.…”
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Regional anesthesia in obese patients: Challenges, considerations, and solutions by Alessandro De Cassai, Francesco Zarantonello, Elisa Pistollato, Tommaso Pettenuzzo, Veronica Busetto, Nicolò Sella, Annalisa Boscolo

“…Anesthesiologists face numerous challenges during anesthesia in obese patients, including compromised respiratory function, altered pharmacokinetics of local anesthetics, and difficulties in identifying anatomical landmarks. …”
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Design and Application of Water Conservancy Model Management Service Platform by TIAN Maochun, ZOU Xianyong, YANG Yue, HE Qilian

“…The current water conservancy model cannot realize unified access and use,and the computing efficiency of multiple users,models,and schemes is low.In addition,the ability of sharing applications deeply bound with the system is weak.Therefore,the model fails to meet the requirements of intelligent water conservancy and digital twin watershed construction.In view of this,this paper designs a water conservancy model management service platform and applies it to practice.First,different types of water conservancy models are integrated,and their service interfaces are standardized,so as to uniformly receive model calculation service parameters and data in different formats and then convert them into required formats through platform adaptation,which avoids the problem of difficult unified invocation caused by differences in the interfaces of each model.Second,model computing resources are deployed and managed in a unified manner,and model calculation requests are distributed to different servers for calculation through task scheduling,so as to improve the resource utilization rate and reduce calculation time.Finally,a water conservancy model management service platform is developed,which integrates model management,model service,and model assembly functions,so as to provide the application system with model computing service.The application of multiple projects shows that the platform can integrate and share the resources of water conservancy models,give full play to the smart function,and provide support for the construction of intelligent water conservancy and digital twin watersheds.…”
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Spectrum Allocation Using Integer Linear Programming and Kerr Optical Frequency Combs by Sergio Muñoz-Tapasco, Andrés F. Calvo-Salcedo, Jose A. Jaramillo-Villegas

“…By integrating multilevel modulation and using wavelengths generated by MRRs, this method efficiently handles up to 1075 requests, achieving a BBR of zero. This dynamic and adaptable allocation strategy ensures optimal resource utilization, enhancing overall network performance.…”
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Evolutionary Artificial Intelligence Algorithm for Optimizing Step Phase Detection Based on Foot-Mounted Triaxial Accelerometer Data by P. A. Khmarskiy

“…Details are provided regarding the formation and evolution of the parameter population, design of the objective function, and drift compensation methods utilized during acceleration integration. …”
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SurfaceVision: An Automated Module for Surface Fault Detection in 3D Printed Products by Laukesh Kumar, Manoj Kumar Satyarthi

“…This paper introduces SurfaceVision, an automated system for surface fault detection in 3D printed products, leveraging the ResNet-18 architecture as the backbone. Our framework utilizes a combination of contrastive learning and multi domain loss function to identify and classify defects with high accuracy. …”
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A VYGOTSKIAN PERSPECTIVE ON MULTICULTURAL EDUCATION: A SOCIAL-BASED LEARNING PROCESS IN THE MINANGKABAU COMMUNITY, WEST SUMATRA, INDONESIA by Isnarmi Moeis, Junaidi Indrawadi, Zaenuddin Hudi Prasojo, Fatmariza, Rika Febriani

“…Grounded in Vygotsky’s theory of learning as a process of social and cultural adaptation, this research adopts the qualitative approach, utilizing in-depth interviews and focus group discussions for data collection. …”
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Evaluation of Blockchain Technology for Supply Chains using an Integrated Fuzzy Cognitive Map-QFD Methodology by Emre Alptekin, Ayça Maden

“…The study adopts a two-stage Quality Function Deployment (QFD) methodology to rank blockchain characteristics based on supply chain and software requirements. …”
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Parametric Algorithms Used as a Design Tool for Auxetic Structure Development by Ricardo Augusto Palmieri, Silvia Titotto

“…Through the lens of three case studies, the study showcases the utilization of Rhinoceros and Grasshopper software used for designing grids based on auxetic structures, offering versatility in adapting to various shapes and dimensions. …”
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