Correlation between micellization and esterification processes in non-aqueous surfactant-containing compositions potentially applicable for organic-rich rocks treatments by Mikhail Aleksandrovich Silin, Lyubov Abdulaevna Magadova, Zaur Rastyamovich Davletov, Yuliya Zhanovna Vagapova

“…The most important function of such structures is their ability to have a reversible process of solubilization of polar components from solution into the core, making them inactive. …”
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Opposition-Based White Shark Optimizer for Optimizing Modified EfficientNetV2 in Road Crack Classification by Mohammed Al-Shalabi, Mohammed A. Mahdi, Malik Braik, Mohammed Azmi Al-Betar, Shahanawaj Ahamad, Sawsan A. Saad

“…The outcome emphasizes its ability to identify the most effective solution for crack detection in practical scenarios, where PCA-based feature selection improves computational efficiency without compromising performance. …”
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Enhanced distilled water productivity using an innovative semi-cylindrical tent-shaped solar still coupled with evacuated tubes by Abed Alrzaq Alshqirate, Omar Badran, Omar Quran, Ghazi Al-Marahleh, Abdullah N. Olimat, Aiman Al Alawin, Abdullah Al Shorman, Ali Alahmer

“…Additionally, the SCTSCET exhibited a 10 % higher hourly thermal efficiency and a peak exergy efficiency of 5.7 %, compared to 3.4 % for the conventional still, highlighting its superior ability to harness and utilize solar energy for distillation.…”
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Generative Artificial Intelligence-Enabled Facility Layout Design Paradigm by Fuwen Hu, Chun Wang, Xuefei Wu

“…The 3D layout generation results demonstrate a scalable, adaptive solution for storage workshops, bridging gaps between isolated data models and human–AI collaboration. …”
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A Stress Analysis of a Thin-Walled, Open-Section, Beam Structure: The Combined Flexural Shear, Bending and Torsion of a Cantilever Channel Beam by David W. A. Rees

“…Channels with three standard symmetrical sections and one asymmetric section are mounted as cantilever beams with the web oriented vertically. A classical solution to the analysis of stress in each thin-walled cantilever channel is provided using the principle of wall shear flow superposition. …”
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Emotion-Aware RoBERTa enhanced with emotion-specific attention and TF-IDF gating for fine-grained emotion recognition by Fatimah Alqarni, Alaa Sagheer, Amira Alabbad, Hala Hamdoun

“…Attention heatmaps were used to visualize ESA’s ability to focus on key emotional expressions, while inference-time optimizations using FP16 and Automatic Mixed Precision (AMP) reduced memory consumption and latency. …”
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Deep Residual Network With Integrated StarDist Nuclei Segmentation for Papillary Thyroid Cancer Identification: A Pathologist-Inspired Approach by Nabila Husna Shabrina, Dadang Gunawan, Mia Rizkinia, Agnes Stephanie Harahap, Mohammad Ikhsan, Rifai Chai, Maria Francisca Ham

“…This study proposes a deep residual network with integrated StarDist nuclei segmentation to enhance the model’s ability to focus on critical cellular structures when making predictions. …”
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Bayesian Optimized Enhanced Ensemble Multi-Layer Perceptron for Rear-End Collision Prediction in IoV by Dilna Vijayan, Mohamed Saad, Ahmed M. Khedr

“…The results show that our suggested solution outperforms existing methods and considerably improves IoV safety systems. …”
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Finite element analysis of chloride ion penetration and service life prediction in concrete with supplementary cementitious materials by Pooria Dashti, Faramarz Moodi, Ali Akbar Ramezanianpour, Rasoul Banar

“…Chloride diffusion coefficients, measured from samples exposed to a 165 g/L NaCl solution for 3, 6, 9, and 12 months, were incorporated into the simulations. …”
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An Intelligent Crow Search Optimization and Bi-GRU for Forest Fire Detection System Using Internet of Things by Syed Abdul Moeed, Bellam Surendra Babu, M. Sreevani, B. V. Devendra Rao, R. Raja Kumar and Gouse Baig Mohammed

“…This neural network architecture is capable of processing sequential data from multiple directions, enhancing the system’s ability to predict the spread and intensity of fires. …”
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Robust techno-economic optimization of energy hubs under uncertainty using active learning with artificial neural networks by Aya M. A. Heikal, Shady H. E. Abdel Aleem, Ragab A. El-Sehiemy, Almoataz Y. Abdelaziz

“…Abstract Energy hubs (EHs) are considered a promising solution for multi-energy resources, providing advanced system efficiency and resilience. …”
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Advancements in MRI radiomics for hepatocellular carcinoma: a narrative review by Sakarie Mustafe Hidig, Hannan Samtar, Fidele Kakule Kitaghenda, Mohamed Abdifatah Mohamed

“…Traditional methods rely on postoperative pathology, limiting preoperative decision-making. Radiomics offers a solution by extracting imaging data to predict outcomes before surgery, aiding personalized treatment decisions. …”
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Diagnosis by SAM Linked to Machine Vision Systems in Olive Pitting Machines by Luis Villanueva Gandul, Antonio Madueño-Luna, José Miguel Madueño-Luna, Miguel Calixto López-Gordillo, Manuel Jesús González-Ortega

“…Computer Vision (CV) has proven to be a powerful tool for automation in agri-food industrial processes, offering high-precision solutions tailored to specific working conditions. …”
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DEDANet: Mountainous Cropland Extraction From Remote Sensing Imagery With Detail Enhancement and Distance Attenuation by Liang Huang, Zixuan Zhang, You Yu, Bo-Hui Tang

“…Furthermore, ablation studies and cross-regional validations on the high-resolution cropland non-agriculturalization and iFLYTEK datasets verify the model’s robust generalization ability, thereby offering an efficient and scalable technical solution for refined cropland management in mountainous regions.…”
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Advancing Soft Tissue Reconstruction with a Ready-to-Use Human Adipose Allograft by Victor Fanniel, Ihab Atawneh, Jonathan Savoie, Michelle Izaguirre-Ramirez, Joanna Marquez, Christopher Khorsandi, Shauna Hill

“…It presents a promising alternative to the existing graft materials, offering a clinically translatable solution for soft tissue reconstruction.…”
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A new approach for detecting HPV DNA in cervical swabs: comparison of nucleic acid extraction with direct PCR by Fatih Çubuk, Muhammet Çağrı Yıldız, Fikrican Balcı, Ahmet İrgin, Savaş Aşkın, Ekrem Sağtaş, Sedat kaygusuz

“…Cervical cancer screening programs require the ability to process a large number of samples in a simple and standardized manner and obtain reliable results. …”
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IMPACT OF THERMAL TREATMENT ON THE PROPERTIES OF THE PROTEIC FOAMS by Alain Riaublanc, Catherine Loisel, Gholamreza Djelveh, Christophe Vial, Irina Nicorescu, Jack Legrand

“…To assess the impact of thermal treatment on the foaming ability of protein solutions, a bubbling method has been employed. …”
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COMPARISON OF ANTIPLATELET EFFICACY OF ORIGINAL AND GENERIC ENTEROSOLUBLE ACETYLSALICYLIC ACID IN PATIENTS WITH HIGH CARDIOVASCULAR RISK. SIMPLE BLIND CROSSED RANDOMIZED CONTROLLED... by S. Yu. Martsevich, S. N. Tolpygina, E. S. Boychenko, R. E. Dubinskaya, Yu. V. Lukina, V. P. Voronina

“…ADP solution of three concentrations (0.5, 1 and 2 µMol) was used as an inductor of aggregation.Results. …”
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An Investigation of the Effectiveness of Facebook and Twitter Algorithm and Policies on Misinformation and User Decision Making by Jordan Harner, Lydia Ray, Florence Wakoko-Studstill

“…This paper hypothesizes that the secrecy around content algorithms and their ability to perpetuate filter bubbles creates an environment where dangerous false information is pervasive and not easily mitigated with the existing algorithms designed to provide false information warning messages. …”
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Advancements in cobalt‐based oxide catalysts for soot oxidation: Enhancing catalytic performance through modification and morphology control by Tingyi Zhao, Zuguo Song, Chengchun Wu, Yuanjun Li, Haoze Li, Yuechang Wei, Siyu Yao, Menglan Xiao, Mingqin Zhao, Bing Cui

“…Compared with cerium oxide which is widely used, cobalt oxide in transition metal oxides has been widely studied in recent years because of its high redox ability and easy to control morphology. This paper elaborates on the influence of modification techniques such as doping, loading, and solid solution on the catalytic performance of cobalt‐based catalysts in soot oxidation. …”
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