Advanced optical receiver architectures for ultra-high capacity but low-cost short-reach optical interconnects by Honglin JI, Xueyang LI, Zhixue HE, Weisheng HU, Shieh William

“…The deployment of emerging network infrastructure such as hyper-scale datacenters urgently requires ultra-high capacity but low-cost short-reach optical interconnects.Conventional intensity modulation and direct detection possesses a simple receiver structure but can only recover the intensity information, which restrains the capability of further scaling up the system capacity.Standard coherent detection can deliver high-order modulation formats and achieve high-capacity transmission.Nevertheless, the coherent transceiver requiring expensive narrow-linewidth laser sources and computation-intensive digital signal processing precludes its wide applications in short-reach systems.The advanced direct-detection optical receivers aim to combine the advantages of both direct detection and coherent detection and bridge the gap between them.Therefore, the advanced optical receivers are mainly based on self-coherent detection.Advanced single-polarization, dual-polarization, and few-mode optical receiver architectures wereintroduced.The proposed advanced optical receivers can retrieve the optical field via direct detection without using the narrow-linewidth lasers, which enables the realization of ultra-high capability but low-cost short-reach optical interconnects.…”
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Comparing the Amount of Erosion and Sedimentation in Watersheds Emphasizing Effective Variables in the Basin (Case Study: Catchment Razi) by Hedih Shirzady, Mehdi Mezbani, Hadis Moradi

“…Then using GIS capacities and based on the structure of each model, arithmetic and processing operations, needed to produce maps, were done to determine sediment. …”
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Machine Learning-Based Methods for the Seismic Damage Classification of RC Buildings by Sung Hei Luk

“…Traditionally, the seismic performance of buildings and structures is determined through a non-linear time–history analysis, which is an accurate but time-consuming process. As an alternative, structural responses of buildings under earthquakes can be obtained using well-trained machine learning models. …”
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Information Integration from Distributed Threshold-Based Interactions by Valmir C. Barbosa

“…We report on extensive computational experiments exploring the interrelations of the model’s parameters (two probabilities and the threshold). …”
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Analysis of TaqMan Array Cards Data by an Assumption-Free Improvement of the maxRatio Algorithm Is More Accurate than the Cycle-Threshold Method. by Luigi Marongiu, Eric Shain, Lydia Drumright, Reidun Lillestøl, Donald Somasunderam, Martin D Curran

“…Quantitative PCR diagnostic platforms are moving towards increased sample throughput, with instruments capable of carrying out thousands of reactions at once already in use. The need for a computational tool to reliably assist in the validation of the results is therefore compelling. …”
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Two-Dimensional DOA Estimation Using Arbitrary Arrays for Massive MIMO Systems by Alban Doumtsop Lonkeng, Jie Zhuang

“…As a portion of array signal processing, direction-of-arrival (DOA) estimation is of indispensable significance to acquire directional data of sources and to empower the 3D beamforming. …”
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Polymerization and replication of primordial RNA induced by clay-water interface dynamics by Carla Alejandre, Adrián Aguirre-Tamaral, Carlos Briones, Jacobo Aguirre

“…We present a theoretical and computational framework to model the non-enzymatic polymerization of ribonucleotides and the template-dependent replication of primordial RNA molecules, at the interfaces between the aqueous solution and a clay mineral. …”
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CFD analysis of air flows and temperatures based on radiant heating in industrial environments by E. S. Aralov, B. M. Kumitsky

“…The study aims to investigate the complex interaction between radiant heating and airflow in industrial environments.The aim is to understand the dynamics of temperature, with particular attention to optimizing energy efficiency and comfort in industrial premises heated by a dual-zone dark gas radiant heater. Method. Using Computational Fluid Dynamics (CFD) and Ansis simulation software, the study developed a model that represents typical industrial conditions. …”
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Exploring the integration of self-regulated learning into digital platforms to improve students’ achievement and performance by Ahmed Elmabaredy, Nurgun Gencel

“…The first group studied using the instructional approach that integrates self-regulated learning and digital platforms, whereas the second group studied using the traditional method in computer lab. After data collection, SPSS software was used to analyze and process the results through a t-test, and calculated effect size using eta square (η2). …”
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AN EMPIRICAL ANALYSIS OF TRADITIONAL RECOGNITION METHODS USING EXAMPLES OF IDENTIFYING WORDS SPOKEN BY NATIVE SPEAKERS by Elchin Ismailov

“…Along with machine vision algorithms for processing photo and video information, as well as natural language techniques for semantic analysis of texts, working with audio information is also the most demanded procedure for conducting business analytics. …”
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A Heuristic Approach for Two-Dimensional Rectangular Cutting Stock Problem considering Balance for Material Utilization and Cutting Complexity by Dianjian Wu, Guangyou Yang

“…The common staged patterns are always required during the cutting process for separating a set of rectangular items from rectangular plates in manufacturing industries. …”
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Microarray Core Detection by Geometric Restoration by Jimmy C. Azar, Christer Busch, Ingrid B. Carlbom

“…This demands high-throughput image processing to enable analysis of these tissue samples for diagnosis of cancer and other conditions. …”
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STRATEGIC IMPERATIVES OF THE DEVELOPMENT OF THE SCIENTIFIC LIBRARY OF THE RESEARCH UNIVERSITY by M. Sitnitskiy

“…Strategic imperatives for the development of the library of the research university consist in providing: modern technologies of codification and transfer of information containing knowledge; Compliance with international standards of existing information and technical infrastructure of scientific libraries; Equal access to world-class advanced science-computer databases; Timely updating of library funds; Proactive visitor system and automate the processing of relevance of their queries; The fastest and most accurate search and access to information; availability of an effective information security system contained in the cloud of scientific library; Development of adjacent commercial services, which allow to receive a "package" of information generalized by professional specialists; Creation of creative space for a comfortable visit to the library by interested persons for obtaining existing knowledge and creating new ones. …”
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Design and experimental research of on device style transfer models for mobile environments by Igeon Hwang, Taeyeon Oh

“…However, designing deep learning models for mobile deployment presents a trade-off between computational efficiency and visual quality, as reducing model size often leads to performance degradation. …”
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Artificial intelligence applications in cardiology: a review by I. A. Soloviev I.A., O. N. Kurochkina

“…The article describes the application options for AI in the analysis of electrocardiography, echocardiography, sonography, computed tomography, magnetic resonance imaging, and positron emission tomography of the heart data. …”
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Expertise Retrieval Using Adjusted TF-IDF and Keyword Mapping to ACM Classification Terms by Lyla Ruslana Aini, Evi Yulianti

“…This study explores the expertise of lecturers from the Computer Science Department, Universitas Indonesia (Fasilkom UI), based on scientific publications. …”
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Corpus-based translation research: its development and implications for general, literary and Bible translation by A. Kruger

“…It is informed by a specific area of linguistics known as corpus linguistics which involves the analysis of large corpora of authentic running text by means of computer software. Within linguistics, this methodology has revolutionised lexicographic practices and methods of language teaching. …”
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A Cuckoo Search Algorithm for Multimodal Optimization by Erik Cuevas, Adolfo Reyna-Orta

“…Experimental results indicate that the proposed strategy is capable of providing better and even a more consistent performance over existing well-known multimodal algorithms for the majority of test problems yet avoiding any serious computational deterioration.…”
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Application of the holistic methods in analysis of organic milk by Anka Popović-Vranješ, Radovan Pejanović, David Cvetanović, Marija Jevtić, Milka Popović, Danica Glavaš-Trbić, Goran Jež

“…Pictures of biocrystallization are firstly visually assessed and then by the computer analysis of texture images, which are used to estimate the density of images. …”
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Enhancing Efficiency and Regularization in Convolutional Neural Networks: Strategies for Optimized Dropout by Mehdi Ghayoumi

“…<b>Background/Objectives:</b> Convolutional Neural Networks (CNNs), while effective in tasks such as image classification and language processing, often experience overfitting and inefficient training due to static, structure-agnostic regularization techniques like traditional dropout. …”
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