Simulation study on converter transformer windings stress characteristics under harmonic current and temperature rise effect by Jing Xu, Jian Hao, Ning Zhang, Ruijin Liao, Yun Feng, Wenlong Liao, Huanchao Cheng

“…The results demonstrate that hotspot temperatures on both the grid and valve side windings increase as a power function of harmonic current content and exponentially with frequency. …”
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High temperature QDs organization and re-crystallization in glass supported MgO QDs doped PMMA film by Satya Pal Singh, Archana Kumari Singh, Suraj Vishwakarma

“…In contrast, the overall crystallinity of the hybrid film drastically decreases as the formation of boundaries, interfaces, and voids overwhelmed the entire process. …”
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Detection and classification of long terminal repeat sequences in plant LTR-retrotransposons and their analysis using explainable machine learning by Jakub Horvath, Pavel Jedlicka, Marie Kratka, Zdenek Kubat, Eduard Kejnovsky, Matej Lexa

“…We trained three machine learning models using (i) traditional model ensembles (Gradient Boosting), (ii) hybrid convolutional/long and short memory network models, and (iii) a DNA pre-trained transformer-based model using k-mer sequence representation. …”
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Effect of Dietary Grape Pomace and Seed on Ewe Milk and Meat Quality of Their Suckling Lambs by V. C. Resconi, M. Pascual-Alonso, L. Aguayo-Ulloa, G. C. Miranda-de la Lama, S. Alierta, M. M. Campo, J. L. Olleta, M. Villarroel, G. A. María

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Global-Local Self-Attention-Based Long Short-Term Memory with Optimization Algorithm for Speaker Identification by Pravin Marotrao Ghate, Bhagvat D. Jadhav, Shriram Sadashiv Kulkarni, Pravin Balaso Chopade, Prabhakar N. Kota

“…The GLSA-LSTM with EN-GWO method acquires an accuracy of 99.36% on the TIMIT dataset, and an accuracy of 93.45% on the VoxCeleb 1 datasets, while compared to SincNet and Generative Adversarial Network (SincGAN) and Hybrid Neural Network – Support Vector Machine (NN-SVM). …”
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A revised name and new insights into the Middle Jurassic sauropod trackways from Portugal. A correction of Santos et al. 2009 by Vanda F. Santos, José J. Moratalla, Rafael Royo-Torres, Matteo Belvedere, Diego Castanera, Luis M.P. Ceríaco, Pedro Mocho, Marc Merino, Christian A. Meyer, Lara Sciscio

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Effective Facial Expression Recognition System Using Artificial Intelligence Technique by Imad S. Yousif, Tarik A. Rashid, Ahmed S. Shamsaldin, Sabat A. Abdulhameed, Abdulhady Abas Abdullah

“…Implications for implementing real-time and context-aware recognition of human emotions based on AI technologies are far-reaching as they demonstrate the potential that hybrid AI systems offer at enhancing emotion deciphering. …”
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Is CAR T a drug or a therapeutic pathway? Intention to treat versus per protocol analysis of real world studies of CAR-T cell therapy in relapsed refractory diffuse large B cell ly... by Rossana Di Staso, Beatrice Casadei, Frederick L. Locke, Michael Jain, Timothy J. Voorhees, Adam S. Kittai, Mariana Bastos-Oreiro, Antonio Gutiérrez, Alejandro Martin Garcia-Sancho, Maria Jose Terol, Monica Mead, Michael J. Maranzano, Gloria Iacoboni, Pere Barba, Mi Kwon, Rebeca Bailen, Juan Luis Reguera-Ortega, Agrima Mian, Brian Hill, Emmanuel Bachy, Franck Morschhauser, Roch Houot, Catherine Thieblemont, Steven Le Gouill, Riccardo Masetti, Davide Gori, Alessandro Broccoli, Pier Luigi Zinzani, Lisa Argnani

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Landslide Susceptibility Mapping Using Single Machine Learning Models: A Case Study from Pithoragarh District, India by Trinh Quoc Ngo, Nguyen Duc Dam, Nadhir Al-Ansari, Mahdis Amiri, Tran Van Phong, Indra Prakash, Hiep Van Le, Hanh Bich Thi Nguyen, Binh Thai Pham

“…Single, ensemble, and hybrid machine learning (ML) models have been used in landslide studies for better landslide susceptibility mapping and risk management. …”
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Marker-assisted selection in the development of advanced apple-tree forms and donors combining scab resistance with increased fruit storability by I. I. Suprun, E. A. Egorov, A. I. Nasonov, E. V. Lobodina, S. V. Tokmakov, I. V. Stepanov

“…Hence, the development of such cultivars is an important task in modern apple-tree breeding.Materials and methods. A set of 646 hybrid plants obtained in six cross combinations (Renet Simirenko/Modi, Renet Simirenko/Smeralda, Renet Simirenko/Renoir, Renet Simirenko/Fujion, Renoir/Granny Smith, and Modi/Granny Smith) was studied. …”
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Does gender influence outcome measures similarly in patients with spondyloarthritis? Results from the ASAS-perSpA study by Sofia Ramiro, Maxime Dougados, Anna Molto, Clementina López-Medina, Victoria Navarro-Compán, Diego Benavent, Dafne Capelusnik

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Surface Roughness and Color Stability of Conventional and Bulk-Fill Resin Composite with S-PRG Fillers After Coffee Exposure: An in-vitro Study by Janisch FADS, Falcon Aguilar M, Aguiar FHB, França FMG, Basting RT, Vieira-Junior WF

“…Limeira, 901 – Areião, Piracicaba, SP, Brazil, Tel +55 (19) 21065220, Email waljr@unicamp.brObjective: This study aimed to evaluate the in vitro effects of coffee exposure on the color and roughness of conventional and bulk-fill resin composites, with and without surface pre-reacted glass-ionomer (S-PRG) filler.Methodology: Forty-eight cylindrical samples (Ø 6 mm × 2 mm) were prepared and categorized as follows (n = 12 per group): conventional nano-hybrid (Tetric N-Ceram, Ivoclar); nano-hybrid with S-PRG filler (Beautifil II, Shofu); bulk-fill (Tetric N-Ceram Bulk Fill, Ivoclar); and bulk-fill with S-PRG filler (Beautifil Bulk Restorative, Shofu). …”
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Deep learning in microbiome analysis: a comprehensive review of neural network models by Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, Jaak Truu, Enrique Carrillo De Santa Pau, Mikhail Kolev, Mikhail Kolev, Irina Naskinova, Aleksandra Gruca, Alexia Sampri, Alexia Sampri, Marcus Frohme, Alina Nechyporenko, Alina Nechyporenko

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Ecological validity and inclusivity in heritage bilingualism research: Examining objective and subjective Spanish proficiency assessments and language experience factors by Alicia Luque, Alicia Luque, Alicia Luque, Bryan Koronkiewicz, Bernard Issa, Mandy Faretta-Stutenberg, Harriet Wood Bowden

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Design of Super Resolution and Fuzzy Deep Learning Architecture for the Classification of Land Cover and Landsliding Using Aerial Remote Sensing Data by Junaid Ali Khan, Muhammad Attique Khan, Mohammed Al-Khalidi, Dina Abdulaziz AlHammadi, Areej Alasiry, Mehrez Marzougui, Yudong Zhang, Faheem Khan

“…The results are compared with state-of-the-art models, such as the hybrid version of VGGNet-16, Yolov4, ResNet-50, DenseNet-121, and other reported techniques. …”
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Evaluating pre-processing and deep learning methods in medical imaging: Combined effectiveness across multiple modalities by Thien B. Nguyen-Tat, Tran Quang Hung, Pham Tien Nam, Vuong M. Ngo

“…Our findings show that the Median-Mean Hybrid Filter and Unsharp Masking + Bilateral Filter are the most effective preprocessing methods, achieving an efficiency rate of 87.5%. …”
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A combined model of shoot phosphorus uptake based on sparse data and active learning algorithm by Tianli Wang, Yi Zhang, Haiyan Liu, Fei Li, Dayong Guo, Ning Cao, Yubin Zhang

“…., first-order differentially enhanced two-dimensional correlation spectroscopy (1Der-2DCOS) and two-trace 2DCOS of enhanced filling and milk stages (filling-milk-2T2DCOS)) can effectively and robustly extract spectral trait relationships, with good robustness, and can achieve efficient prediction based on small samples. (3) The hybrid model constrained by the Newton-Raphson-based optimizer’s active learning method can effectively filter localized simulation data and achieve localization of simulation data in different regions when solving practical problems, improving the hybrid model’s prediction accuracy. …”
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La comunicación interna como herramienta estratégica constructora y transmisora de la cultura organizacional by Marta Guerrero Alvarado, Joaquín Sotelo González, Francisco Cabezuelo Lorenzo

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Prediction of lower-limb isokinetic strength from functional fitness tests in older adults: A 550-participant cross-sectional study by Carlos Babiloni-López, Pablo Jiménez-Martínez, Carlos Alix-Fages, Ángel Saez-Berlanga, Álvaro Juesas, Pedro Gargallo, Javier Gene-Morales, Juan C. Colado

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Efficacy and Safety of an Aflibercept Treat-and-Extend Regimen in Treatment-Naïve Patients with Macular Oedema Secondary to Central Retinal Vein Occlusion (CRVO): A Prospective 12-... by Jose Garcia-Arumi, Francisco Gómez-Ulla, Navea Amparo, Enrique Cervera, Alex Fonollosa, Luis Arias, Javier Araiz, Juan Donate, Marta Suárez de Figueroa, Lucia Manzanas, Jaume Crespí, Roberto Gallego

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