Advanced Hybrid Transformer-CNN Deep Learning Model for Effective Intrusion Detection Systems with Class Imbalance Mitigation Using Resampling Techniques by Hesham Kamal, Maggie Mashaly

“…Network and cloud environments must be fortified against a dynamic array of threats, and intrusion detection systems (IDSs) are critical tools for identifying and thwarting hostile activities. …”
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Feasibility and optimal sizing analysis of hybrid PV/Wind powered seawater desalination system: A case study of four ports, Egypt by Ibrahim Elsayed, Hamdy Kanaan, Mohammed Mehanna

“…This research aims to investigate A novel and complete system consists of hybrid renewable energy farm with high-energy-consuming seawater desalination in fourth locations in Egypt. …”
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Photopic Adaptation Mimicked by Y₂O₃-Based Optoelectronic Memristor for Neuromorphic Visual System by Jiajuan Shi, Shanshan Qiao, Xuanyu Shan, Zhuangzhuang Li, Zhipeng Li, Chunliang Wang, Ye Tao, Xiaoning Zhao, Ya Lin, Zhongqiang Wang

“…Based on photopic adaptation behavior, a neuromorphic vision system capable of adapting to environmental brightness is constructed using the proposed optoelectronic memristor array. …”
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Performance Analysis of Reconfigurable Intelligent Surface-Assisted Millimeter Wave Massive MIMO System Under 3GPP 5G Channels by Vishnu Vardhan Gudla, Vinoth Babu Kumaravelu, Agbotiname Lucky Imoize, Francisco R. Castillo Soria, Anjana Babu Sujatha, Helen Sheeba John Kennedy, Hindavi Kishor Jadhav, Arthi Murugadass, Samarendra Nath Sur

“…This work introduces an RIS-assisted millimeter wave (mmWave) M-MIMO system to harvest the advantages of RIS and mmWave M-MIMO systems that are required for beyond fifth-generation (B5G) systems. …”
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Quantum-Enhanced Predictive Degradation Pathway Optimization for PV Storage Systems: A Hybrid Quantum–Classical Approach for Maximizing Longevity and Efficiency by Dawei Wang, Shuang Zeng, Liyong Wang, Baoqun Zhang, Cheng Gong, Zhengguo Piao, Fuming Zheng

“…The framework is tested on a 5 MW PV array coupled with a 2.5 MWh lithium-ion battery system, with real-world degradation models applied to reflect light-induced PV degradation (0.7% annual efficiency loss) and battery state-of-health deterioration (1.2% per 100 cycles). …”
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A Versatile SAW Sensor-Based Modular and Portable Platform for a Multi-Sensor Device by Ángel López-Luna, Patricia Arroyo, Daniel Matatagui, Carlos Sánchez-Vicente, Jesús Lozano

“…The system includes a modular architecture that allows multiple sensor arrays to be combined to improve the selectivity and discrimination of complex gas mixtures. …”
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EDITORIAL by Abubakar Munir

“…In this issue, we present a diverse array of research articles, reviews, and perspectives that highlight cutting-edge advancements in pharmaceutical sciences. …”
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Dust Drift Timescales in Protoplanetary Disks at the Cusp of Gravitational Instability by Jonathan P. Williams, Caleb Painter, Alexa R. Anderson, Alvaro Ribas

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A 5G smartphone-oriented dual-band dual-antenna system designed via characteristic mode theory and surface current analysis by Zhaozhi Gu, Wenhan Li, Shibao Li

“…A defected ground structure (DGS) and a neutralization line (NL) are employed for decoupling in the lower (3.3–3.6 GHz) and upper (5.1–5.9 GHz) bands, respectively, achieving isolation levels of |S₂₁|< –25.5 dB and < –23.3 dB. The proposed system demonstrates compact geometry, low-cost fabrication, and scalability for array applications. …”
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DEVELOPMENT OF A SOFTWARE PACKAGE FOR CONDUCTING COMPUTATIONAL EXPERIMENTS ON NUMERICAL MODELING OF THE "FLOW TUBE – LIQUID" SYSTEM OF A CORIOLIS FLOW METER by E.A. Gudkova

“…A computational algorithm based on linear interpolation and an algorithm that automates the processing of data arrays and the calculation of average time and phase delays have been implemented. …”

An FPGA-accelerated multi-level AI-integrated simulation framework for multi-time domain power systems with high penetration of power converters by Chen Liu, Peng Su, Hao Bai, Xizheng Guo, Alber Filbà Martínez, Jose Luis Dominguez Garcia

“…A multi-level simulation architecture leveraging Field Programmable Gate Arrays (FPGAs) enables faster-than-real-time system-level simulation and real-time component-level modeling with time resolution as small as 5 nanoseconds. …”
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Enhancing Energy Efficiency in Egyptian Middle-Income Housing: A Study of PV System Integration and Building Envelope Optimization in Sakan Masr by Ehsan Raslan, Samah Elkhateeb, Ramy Ahmed

“…This study investigates how the integration of passive design strategies and rooftop photovoltaic (PV) systems can enhance energy performance in this segment, using the Sakan Masr housing project in New Cairo as a case study. …”
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Design and performance evaluation of multilevel inverter for solar energy systems and electric vehicle charging with multi output active clamp forward converter by Adupa Chandramouli, Siva Chidambaranathan V.

“…This study also highlights the application of a Recurrent Neural Network Incremental Conductance (RNN-INC)-based Maximum Power Point Tracking (MPPT) algorithm to optimize power extraction from photovoltaic (PV) arrays. The MLI system’s fundamental module can produce 9-level, 21-level, and 31-level outputs, with the Nearest Level Control Pulse Width Modulation (NLCPWM) and Level Shifted Pulse Width Modulation (LSPWM) techniques employed to minimize Total Harmonic Distortion (THD). …”
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Detection of CRISPR‒Cas and type I R–M systems in Klebsiella pneumoniae of human and animal origins and their relationship to antibiotic resistance and virulence by Xue Li, Ling Wang, Jinghuan Lin, Yingjuan Gu, Zhihua Liu, Jing Hu

“…ABSTRACT The clustered regularly interspaced short palindromic repeats (CRISPR)‒CRISPR-associated protein (Cas) and restriction‒modification (R–M) systems are important immune systems in bacteria. …”
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Motion Accuracy of Pneumatic Stepper Motor-Driven Robotic System Developed for MRI-Guided High-Intensity Focused Ultrasound Treatment of Prostate Disease by Hyunkwan Seo, Sung Kwan Hwang, Hee-Won Kim, Kyu Chan Lee

“…The robotic system enabled the transducer to move inside the probe with two degrees of freedom, allowing both linear and rotational motion. …”
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Simulation and Analysis of Solar Energy Potential Along South Luzon Expressway (SLEX): Integrating Solar Photovoltaic Systems for Sustainable Roadway Power Generation by Antonio Jr Eddie S., Benigno Joshua Ramon E., Care Hanri James C., Carlos Hans Patrick Q., Pascua Mekaella D., Santelices Mark Vincent H., Tubola Orland D., Muhi Manuel M.

“…The simulation of the PV system was conducted using PVsyst software. This paper presents the array-losses analysis, system production, performance ratio, energy balances, and cost analysis. …”
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A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system by Arom Choi, Kwanhyung Lee, Heejung Hyun, Kwang Joon Kim, Byungeun Ahn, Kyung Hyun Lee, Sangchul Hahn, So Yeon Choi, Ji Hoon Kim

“…Abstract The array of complex and evolving patient data has limited clinical decision making in the emergency department (ED). …”
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A Fast MPPT Method Based on Improved Water Cycle Optimization Algorithm for Photovoltaic Systems Under Partial Shading Conditions and Load Variations by Rafah Ibraheem Jabbar, Saad Mekhilef, Marizan Mubin, Obaid Alshammari, Ahmed Kazaili

“…Photovoltaic array characteristics with partial shading (PS) have multiple maximum power points (MPPs), and conventional algorithms have difficulties in tracking accurate global maximum power points (GMPPs). …”
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Improving photovoltaic water pumping system performance with PSO-based MPPT and PSO-based direct torque control using real-time simulation by Ikram Saady, Btissam Majout, Badre Bossoufi, Mohammed Karim, Ismail Elkafazi, Safae Merzouk, Mishari Metab Almalki, Thamer A. H. Alghamdi, Paweł Skruch, Anton Zhilenkov, Saleh Mobayen

“…Abstract This work aims to enhance the performance of Photovoltaic Water Pumping Systems (PVWPS) by optimizing its two primary controllers. …”
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Leveraging Digital Twin for operational resilience in the oil and gas industry by Giovanni Mazzuto, Ilaria Pietrangeli, Marco Ortenzi, Filippo Emanuele Ciarapica, Maurizio Bevilacqua

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