Optimizing IoT intrusion detection with cosine similarity based dataset balancing and hybrid deep learning by Arvind Prasad, Wael Mohammad Alenazy, Naved Ahmad, Gauhar Ali, Hanaa A. Abdallah, Sadique Ahmad

“…These findings establish CSMCR as a robust, scalable, and computationally efficient IDS balancing strategy tailored for IoT network security.…”
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Cupric Doping Hollow Prussian Blue Nanoplatform for Enhanced Cholesterol Depletion: a Promising Strategy for Breast Cancer Therapy and Metastasis Inhibition by Shuangqian Yan, Panpan Xue, Ying Sun, Tingjie Bai, Sijie Shao, Xuemei Zeng

“…Despite its promise, cholesterol oxidase (ChOx) encounters challenge due to limited catalytic efficiency and susceptibility to harsh conditions. To overcome these hurdles, biocompatible nanoplatforms (Cu‐HPB/C) tailored for efficient cholesterol depletion are introduced. …”
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Thermal Conductivity of Sustainable Earthen Materials Stabilized by Natural and Bio-Based Polymers: An Experimental and Statistical Analysis by Rizwan Shoukat, Marta Cappai, Giorgio Pia, Tadeusz Kubaszek, Roberto Ricciu, Łukasz Kolek, Luca Pilia

“…The natural and sustainable ability of earthen building materials makes them highly valuable. …”
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Nanoparticle technologies in precision oncology and personalized vaccine development: Challenges and advances by Saber Imani, Samaneh Moradi, Tola Abdulsattar Faraj, Pejman Hassanpoor, Nazanin Musapour, Soran K. Najmaldin, Anno Hashm Abdulhamd, Aliasghar Tabatabaei Mohammadi, Chnar Husam Taha, Sargol Aminnezhad

“…Although obstacles remain regarding the development of scalable, safe, and regulatory approved therapies, the ongoing progress in the field of nanomedicine suggests new strategies enabling the delivery of efficient personalized anticancer therapies with clinical benefits for cancer patients.…”
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The private life of deepwater rice: Unravelling exclusive features and unexplored mechanisms by Megha Rohilla, Abhishek Mazumder, Koushik Chakraborty, Dhiren Chowdhury, Nitendra Prakash, Tapan Kumar Mondal

“…More attention is needed to conduct research on DWR at late vegetative or reproductive stages, as well as the factors that determine the threshold level of dissolved O2 in water which triggers anatomical modifications necessary for efficient gas exchange between aerial and submerged plant organs. …”
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A novel configuration of reconfigurable bandpass filter based on varactor diodes by Mohamed Guermal, Jamal Zbitou, Mostafa Hefnawi, Fouad Aytouna

“…These characteristics are crucial for ensuring minimal signal loss and maintaining efficient filtering at RF frequencies. The physical configuration of the circuit was carefully optimized, resulting in overall dimensions of 61.1358 mm in length and 48.233 mm in width. …”
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Identification of Diagnostically Relevant Biomarkers in Patients with Coronary Artery Disease by Comprehensive Analysis by Wu Z, Mo S, Huang Z, Zheng B

“…They showed qualified diagnostic ability as biomarkers of CAD within training dataset (AUC = 0.803) and validation dataset (AUC = 0.776 and 0.797). …”
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An enzyme-free electrochemical biosensor for sensitive and specific detection of microRNA-21 based on target recycling amplification and non-linear hybridization chain reaction by Jing Guo, Shou-feng Zhao, Shuang Chen, Wei-qing Song, Li-qun Li

“…Abstract A novel electrochemical biosensor with high amplification efficiency was explored for serum microRNA-21 (miRNA-21) detection. …”
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SFSCDNet: A Deep Learning Model With Spatial Flow-Based Semantic Change Detection From Bi-Temporal Satellite Images by K. S. Basavaraju, N. Sravya, Vibha Damodara Kevala, Shilpa Suresh, Shyam Lal

“…Notably, the proposed network achieves these results with only 14.56 million parameters, making it more effective and efficient than its competitors, which utilize over 22 million parameters.…”
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Curcumin nanoemulsion suppresses HPV oncogenes and inhibits cervical cancer progression: in vitro and in vivo study by Mehrnaz Karimi, Masoud Parsania, Negar Motakef Kazemi, Mahnaz Qomi, Mahsa Hadipour Jahromy

“…Conclusion These preeminent preclinical results indicate the potential of this curcumin nanoformulation as an efficient treatment approach for cervical cancer.…”
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Multi-slice electron ptychographic tomography for three-dimensional phase-contrast microscopy beyond the depth of focus limits by Andrey Romanov, Min Gee Cho, Mary Cooper Scott, Philipp Pelz

“…Modern algorithms coupled with fast and efficient detectors allow imaging specimens with tens of nanometers thicknesses with sub-0.5 Ångstrom lateral resolution. …”
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Research on forming mechanism of digitalized frozen sand mold green casting by Haoqin Yang, Zhongde Shan, Dandan Yan, Jianpei Shi, Xiao Liang, Shijie Dong, Jian Huang, Lei Luo, Haoming Shi, Runmou Wu

“…Furthermore, by implementing an economic and efficient thermal dissipation circulation, it is possible to directly recycle more than 90% of the casting sand. …”
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An Atomic‐Scale View at γ’‐Fe4N as Hydrogen Barrier Material by Aleksander Albrecht, Sang Yoon Song, Su‐Hyun Yoo, Chang‐Gi Lee, Mathias Krämer, Marcus Hans, Baptiste Gault, Yan Ma, Dierk Raabe, Seok Su Sohn, Yonghyuk Lee, Se‐Ho Kim

“…Abstract Hydrogen, while a promising sustainable energy carrier, presents challenges such as the embrittlement of materials due to its ability to penetrate and weaken their crystal structures. …”
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Coordination Tailoring of Pt Single‐Atom Catalysts at Room Temperature and Their Exceptional Performance in Hydrogen Evolution Reaction by Joo‐Won Lee, Haleem Ud Din, Taehun Im, Chang‐Kyu Hwang, Jong Min Kim, Jung‐Hoon Lee, Sohee Jeong

“…Here, a new type of coordination structure for Pt SACs is introduced to offer a highly efficient hydrogen evolution reaction (HER) catalyst, where Pt SACs are readily fabricated by atomically confining PtCl2 on chemically driven NO2 sites in two‐dimensional nitrogen‐doped carbon nanosheets at room temperature. …”
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Titanium dioxide-grafted polyacrylamide nanocomposites ameliorate the rheology and high-pressure high-temperature fluid loss of water-based drilling fluids by Fardin Talebi Sarokolai, Yousef Shiri

“…The thermal and mechanical stability of water-based drilling fluids (WBDFs) is critical for efficient wellbore cleaning and pressure control, particularly under high-pressure high-temperature (HPHT) conditions, where conventional polymer additives often fail. …”
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Risk–Cost Equilibrium for Grid Reinforcement Under High Renewable Penetration: A Bi-Level Optimization Framework with GAN-Driven Scenario Learning by Feng Liang, Ying Mu, Dashun Guan, Dongliang Zhang, Wenliang Yin

“…Moreover, the stress investment frontier exhibits clear convexity, enabling planners to identify cost-efficient resilience strategies. Spatial congestion maps and scenario risk-density plots further illustrate the ability of adversarial learning to reveal latent structural bottlenecks not captured by conventional methods. …”
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Water Relations and Physiological Response to Water Deficit of ‘Hass’ Avocado Grafted on Two Rootstocks Tolerant to <i>R. necatrix</i> by Ana Moreno-Pérez, Araceli Barceló, Clara Pliego, Elsa Martínez-Ferri

“…After rewatering, photosynthetic rates fully recovered, suggesting some ability of these rootstocks to withstand water stress, enabling the ‘Hass’ variety to adapt to region-specific constraints.…”
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A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson&#x2019;s Disease by Augusto Ielo, Serena Dattola, Lilla Bonanno, Paolo De Pasquale, Alberto Cacciola, Angelo Quartarone, Maria Cristina De Cola

“…Our method exploited the ability of CNNs to classify RT amplitude efficiently, aiming at simplify diagnostic processes, enhancing the accuracy of the RT assessment in clinical settings.…”
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A reach-integrated hydraulic modelling approach for large-scale and real-time inundation mapping by R. Chlumsky, R. Chlumsky, J. R. Craig, J. R. Craig, B. A. Tolson, B. A. Tolson

“…This method is implemented into a new modelling software package called Blackbird and is tested via verification of the code and a benchmark case study comparing multiple approaches in the ability to approximate 2D model results. The Blackbird model vastly outperforms the simpler HAND–Manning method and also outperforms a traditional HEC-RAS 1D model when evaluated for accuracy of approximating a 2D model benchmark. …”
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Advancing truss structure optimization—A multi-objective weighted average algorithm with enhanced convergence and diversity by Divya Adalja, Kanak Kalita, Lenka Čepová, Pinank Patel, Nikunj Mashru, Pradeep Jangir, Arpita

“…MOWAA emerges as a sophisticated and efficient optimization method which demonstrates strong capabilities for engineering applications and computational design.…”
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