Game-based resource allocation in heterogeneous downlink CR-NOMA network without subchannel sharing by Deepa Das, Rajendra Kumar Khadanga, Deepak Kumar Rout, Md. Minarul Islam, Taha Selim Ustun

“…We also explore how different parameters affect the performance of the system, shedding light on the intricate workings of this network architecture.…”
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Large Language Models as Evaluators in Education: Verification of Feedback Consistency and Accuracy by Hyein Seo, Taewook Hwang, Jeesu Jung, Hyeonseok Kang, Hyuk Namgoong, Yohan Lee, Sangkeun Jung

“…Furthermore, variations in evaluation results were influenced by factors such as prompt strategies and model architecture, highlighting the complexity of achieving reliable assessments using LLMs. …”
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Research on Concrete Beam Damage Detection Using Convolutional Neural Networks and Vibrations from ABAQUS Models and Computer Vision by Xin Bai, Zi Zhang

“…These vibration data were used as input data to train the proposed deep learning architecture, and satisfactory accuracy was achieved in detecting the damage of the beams with an accuracy of 97%. …”
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A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis by Yin Bai, Xiangdong Hu, Kai Zheng, Yunnong Chen, Yi Tang

“…Initially, the 1-D convolutional neural network is employed as the basic architecture. By training the domain discriminator and feature generator with an adversarial strategy, the recognition ability of the domain discriminant network and the feature extraction ability of the feature generation network can be enhanced. …”
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Numerical Investigation of Timber Log-Haus Walls with Steel Dovetail Reinforcements under In-Plane Seismic Loads by Chiara Bedon, Massimo Fragiacomo

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Leveraging Fog Computing for Scalable IoT Datacenter Using Spine-Leaf Network Topology by K. C. Okafor, Ifeyinwa E. Achumba, Gloria A. Chukwudebe, Gordon C. Ononiwu

“…This is contrasted with a legacy multitier layered architecture housing network services and routing policies. …”
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The Optimization of Airport Management Based on Collaborative Optimization of Flights and Taxis by Xiaobing Ding, Zhigang Liu, Gan Shi, Hua Hu, Jiaping Chen, Kaihe Yang, Su Wan, Jinlong Wu

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DFCNformer: A Transformer Framework for Non-Stationary Time-Series Forecasting Based on De-Stationary Fourier and Coefficient Network by Yuxin Jin, Yuhan Mao, Genlang Chen

“…For the seasonal component, a Transformer-based encoder–decoder architecture with De-stationary Fourier Attention (DSF Attention) captures temporal features, using differentiable attention weights to restore non-stationary information. …”
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A Computer Vision-Based Framework for Snow Removal Operation Routing by Mohamed Karaa, Hakim Ghazzai, Yehia Massoud, Lokman Sboui

“…For unmonitored roads, we use the Graph Convolutional Network architecture to predict parameters in a semi-supervised manner. …”
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Stress Dependency of Creep Response for Glass/Epoxy Composite at Nonlinear and Linear Viscoelastic Behavior by N. Nosrati, A. Zabett, S. Sahebian

“…Failure morphologies of epoxy sample fractured at room temperature are included scarp, cusp, and river line; however, close to the glass transition temperature, more expansive mirror zones appeared. Fiber architecture significantly affected the secondary stage regime by providing load-bearing ability. …”
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Synthesis and Insecticidal/Fungicidal Activities of Triazone Derivatives Containing Acylhydrazone Moieties by Peipei Cui, Yan Yang

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Role of the Psi Packaging Signal and Dimerization Initiation Sequence in the Organization of Rous Sarcoma Virus Gag-gRNA Co-Condensates by Gregory S. Lambert, Rebecca J. Kaddis Maldonado, Leslie J. Parent

“…We observed that the psi (Ψ) packaging signal and the dimerization initiation sequence (DIS) had stabilizing effects on RSV Gag condensates, while RNAs lacking these features promoted or antagonized condensation, depending on local protein concentration and condensate architecture. An RNA containing Ψ, DIS, and the dimerization linkage structure (DLS) that is capable of stable dimer formation was observed to act as a bridge between RSV Gag condensates. …”
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‘Over-hopefulness and getting-on-ness’: Ruskin, Nature, and America by Sara Atwood

“…The instinct to which it appeals can hardly be felt in America, and every day that either beautifies our present architecture and dress, or overthrows a stone of medieval monument, contributes to weaken it in Europe’ (5.369). …”
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Combined Online-Discussion as a Tool for Formation of Future Engineers’ Reflexion under Conditions of Education Digitalization. by S. A. Mikheev

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Systematic review of Lean Construction: an approach to sustainability and efficiency in construction management by Gonzalo Garcés, Eric Forcael, Cristian Osorio, Karen Castañeda, Omar Sánchez

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Interval-valued spherical fuzzy extension of SWARA for prioritizing strategies to unlock Africa's potential in the carbon credit market by Tafuteni Chusi, Su Qian, Seyyed Edalatpanah, Yanjun Qiu, Mouhamed Bayane Bouraima, Akpa Ajayi

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Schottky‐barrier graphene nanoribbon field‐effect transistors‐based field‐programmable gate array's configurable logic block and routing switch by Sayed Ali Seif Kashani, Hossein Karimiyan Alidash, Sandeep Miryala

“…Foreseeing the feasibility of architecture, this study suggests the possible layout of the proposed logic elements needed for CLB.…”
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Metformin and Fibrosis: A Review of Existing Evidence and Mechanisms by Maoyan Wu, Huiwen Xu, Jingyu Liu, Xiaozhen Tan, Shengrong Wan, Man Guo, Yang Long, Yong Xu

“…Fibrosis is a physiological response to organ injury and is characterized by the excessive deposition of connective tissue components in an organ, which results in the disruption of physiological architecture and organ remodeling, ultimately leading to organ failure and death. …”
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Dynamic Comfort Considerations in the Design of High-rise Buildings by Lia Balanchivadze, Beka Matithaishvili, Vladimer Kikadze

“…That process tends to develop a series of new research and findings for proper architectural forms, which became possible using the new generation of fast digital computing software and hardware.…”
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Monitoring, Diagnosis, and Power Forecasting for Photovoltaic Fields: A Review by S. Daliento, A. Chouder, P. Guerriero, A. Massi Pavan, A. Mellit, R. Moeini, P. Tricoli

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