Artificial intelligence analysis in cyber domain: A review by Liguo Zhao, Derong Zhu, Wasswa Shafik, S Mojtaba Matinkhah, Zubair Ahmad, Lule Sharif, Alisa Craig

“…This method permits for the allocation of multiple log source types through a sliding time window and provides a scalable solution, which is a much-needed function.…”
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Productivity evaluation of multi-stage fracturing horizontal wells in shale gas reservoir with complex artificial fracture occurrence by HU Zhijian, LI Shuxin, WANG Jianjun, ZHOU Hong, ZHAO Yulong, ZHANG Liehui

“…This model serves as the foundation for establishing a gas reservoir-fracture-wellbore coupled seepage model, utilizing real space source function theory and pressure drawdown superposition principle. …”
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Identification of intratumoral bacteria that enhance breast tumor metastasis by Zachary J. Gerbec, Antonio Serapio-Palacios, Avril Metcalfe-Roach, Zakhar Krekhno, Haggai Bar-Yoseph, Sarah E. Woodward, Jorge Pena-Díaz, Oksana Nemirovsky, Shannon Awrey, Sebastian H. Moreno, Sean Beatty, Esther Kong, Nina Radisavljevic, Mihai Cirstea, Shawn Chafe, Paul C. McDonald, Sam Aparicio, B. Brett Finlay, Shoukat Dedhar

“…We also identified enrichment of specific bacterial functions, providing insight into possible sources of bacteria-driven increases in the metastatic potential of multiple cancer types.…”
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Real-World Health Care Outcomes and Costs Among Patients With Juvenile Idiopathic Arthritis in Spain by Jordi Antón, Estefania Moreno Ruzafa, Mireia Lopez Corbeto, Rosa Bou, Judith Sánchez Manubens, Sonia Carriquí Arenas, Joan Calzada Hernández, Violetta Bittermann, Carolina Estepa Guillén, Juan Mosquera Angarita, Lucía Rodríguez Díez, Estíbaliz Iglesias, Miguel Marti Masanet, Berta Lopez Montesinos, Maria I. González Fernández, Alfonso de Lossada, Carmen Peral, Mónica Valderrama, Noelia Llevat, María Montoro Álvarez, Immaculada Calvo Penadés

“…Unitary costs were obtained from official sources (€, 2020). # Results Overall, children had inactive disease/low disease activity according to JADAS-71 score and very low functional disability as measured by Childhood Health Assessment Questionnaire score. …”
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Machine Learning‐Enabled Drug‐Induced Toxicity Prediction by Changsen Bai, Lianlian Wu, Ruijiang Li, Yang Cao, Song He, Xiaochen Bo

“…Key databases and tools used in toxicity prediction are also highlighted, including toxicology, chemical, multi‐omics, and benchmark databases, organized by their focus and function to clarify their roles in drug‐induced toxicity prediction. …”
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Performance Analysis of Optical Wireless Channel Based on Beamforming Techniques Using Advanced Modulation Schemes by Lwaa Faisal Abdulameer, Adil Fadhil Mushatet, Tania Tariq Salim

“…An arbitrary number of light-emitting diodes and photo-detectors are used at the sources and detectors. The findings demonstrated that the optical generalized frequency-division multiplexing performs better than other modulation schemes in terms of power and bandwidth requirements, with a high peak-to-average-power-ratio, which is the primary drawback in orthogonal frequency-division multiplexing mitigated by the beamforming function. …”
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Cone Beam Micro-CT System for Small Animal Imaging and Performance Evaluation by Shouping Zhu, Jie Tian, Guorui Yan, Chenghu Qin, Jinchao Feng

“…In order to reconstruct images with high spatial resolution and low artifacts, raw data preprocessing and geometry calibration are implemented before reconstruction. A method which utilizes a wire phantom to estimate the residual horizontal offset of the detector is proposed, and 1D point spread function is used to assess the performance of geometric calibration quantitatively. …”
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Revealing Spatiotemporal Urban Activity Patterns: A Machine Learning Study Using Google Popular Times by Mikel Barrena-Herrán, Itziar Modrego-Monforte, Olatz Grijalba

“…As a result, this research assesses the utility of this data source for evaluating the changing dynamics of a city across both space and time. …”
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Length–Weight Distribution of Non-Zero Elements in Randomized Bit Sequences by Christoph Lange, Andreas Ahrens, Yadu Krishnan Krishnakumar, Olaf Grote

“…The focus of the current work is on detecting deviations from the ideal gap-density function describing randomized bit sequences. For testing and verification purposes, the well-researched post-quantum cryptographic CRYSTALS suite, including its Kyber and Dilithium schemes, is utilized. …”
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Optimizing the Production of LNG and NGL from Arab Crudes and Wet Gases by Adel M. Hemeida, Mohammed S. Al-Blehed, Saad El-Din Desouky

“…The objective function of the model is to maximize the net cash flow return of selling LNG and NGL. …”
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Powering Implanted Devices Wirelessly Using Spider-Web Coil by Amal Ibrahim Mahmood, Sadik Kamel Gharghan, Mohamed A.A. Eldosoky, Ahmed M. Soliman

“… Implantable biomedical (IBM) systems and biomedical sensors can improve life quality, identify sickness, monitor biological signs, and replace the function of malfunctioning organs. However, these devices compel continuous battery power, which can be limited by the battery's capacity and lifetime, reducing the device's effectiveness. …”
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Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…We propose a novel deep graph clustering feature selection (DeepGCFS) algorithm to identify hypertension gene biomarkers with more biological significance. This algorithm utilizes a graph network to represent the interaction information between genes, builds a GNN model, designs a loss function based on link prediction and self-supervised learning ideas for training, and allows each gene node to obtain a feature vector representing global information. …”
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Expression Quantitative Trait loci (QTL) in tumor adjacent normal breast tissue and breast tumor tissue. by Alejandro Quiroz-Zárate, Benjamin J Harshfield, Rong Hu, Nick Knoblauch, Andrew H Beck, Susan E Hankinson, Vincent Carey, Rulla M Tamimi, David J Hunter, John Quackenbush, Aditi Hazra

“…SNP-gene associations can be explored using an open-source interactive browser distributed in a Bioconductor package. …”
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Inverse design of 3D nanophotonic devices with structural integrity using auxiliary thermal solvers by Kuster Oliver, Augenstein Yannick, Hernández Roberto Narváez, Rockstuhl Carsten, Sturges Thomas Jebb

“…Alongside the optical response, this heat metric becomes part of our objective function. We demonstrate the utility of our algorithm by designing two 3D nanophotonic devices. …”
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PSO-Optimized IT2FLC for load frequency and VRFB control in two-area interconnected power system by Mohammed Hamouda Ali, Mostafa Bahaa, Mohammed A. Mehanna

“…The integration of large-scale renewable energy sources into power systems poses significant challenges for load frequency control (LFC) due to variability and unpredictability. …”
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The Afghan-Pakistan Borderlands and Their Impact on Pakistan’s Security by Mukhit Assanbayev, Mohammad Talha, Muhammad Murtaza

“…It draws on a wide range of recent sources, highlighting the background and realities of the Afghanistan–Pakistan borderlands. …”
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Recent Advances in Understanding the Keys Factors Influencing Pressurized Liquid Extraction of Secondary Metabolites: A Comprehensive Review by Pauline Donn, Sepidar Seyyedi-Mansour, Franklin Chamorro, Paula Garcia-Oliveira, Javier Echave, Ana Perez-Vazquez, Paula Barciela, Lucia Cassani, Miguel Angel Prieto

“…., phenolic compounds) from botanical sources, with implications spanning across pharmaceuticals, nutraceuticals, and functional foods. …”
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Case Study of an Integrated Design and Technical Concept for a Scalable Hyperloop System by Domenik Radeck, Florian Janke, Federico Gatta, João Nicolau, Gabriele Semino, Tim Hofmann, Nils König, Oliver Kleikemper, Felix He-Mao Hsu, Sebastian Rink, Felix Achenbach, Agnes Jocher

“…This study integrates various functions into a coherent and technically feasible solution, with key design decisions that optimize performance and cost-efficiency. …”
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Optimizing Artificial Neural Network Learning Using Improved Reinforcement Learning in Artificial Bee Colony Algorithm by Taninnuch Lamjiak, Booncharoen Sirinaovakul, Siriwan Kornthongnimit, Jumpol Polvichai, Aysha Sohail

“…Heuristic search optimization methods are typically used to minimize the loss function in ANNs. However, these methods can lead the network to become stuck in local optima, limiting performance. …”
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Teachers’ beliefs and challenges of using multimedia for teaching visuals in social work: A study of Bangladeshi government college by Md. Habibul Ahasan

“…The research findings also reveal that educators encounter certain obstacles, such as inadequate proficiency in utilizing multimedia with visual aids, insufficient availability of multimedia classrooms and equipment, a lack of proper training and low internet speed, the absence of backup power sources, and a lack of additional financial incentives for their supplementary efforts. …”
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