Model-Based Reasoning in Humans Becomes Automatic with Training. by Marcos Economides, Zeb Kurth-Nelson, Annika Lübbert, Marc Guitart-Masip, Raymond J Dolan

“…The ability to deploy model-based reasoning in an automatic, parallelizable fashion has widespread theoretical implications, particularly for the learning and execution of complex behaviors. …”
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Stroh–Hamiltonian Framework for Modeling Incompressible Poroelastic Materials by Kinza Arshad, Vincenzo Tibullo

“…This approach has proven particularly effective for studying multilayered structures and time-harmonic problems, owing to its ability to seamlessly integrate physical constraints into the analysis. …”
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A Review on Transformer-Based Methods for Human Activity Recognition by Fatemeh Sadat Lasani, Ronak Fatahi

“…In addition, its multi-head attention mechanism enables the analysis of complex input data by allowing the model to focus on different parts of the input simultaneously, capturing diverse relationships and dependencies within the data. …”
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Visualization of a Multidimensional Point Cloud as a 3D Swarm of Avatars by Leszek Luchowski, Dariusz Pojda

“…Experimental results with synthetic test data and a 12-dimensional dataset of Portuguese Vinho Verde wines demonstrate that the proposed method enhances interpretability and facilitates the analysis of complex data structures.…”
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Constructing and Predicting Solutions for Different Families of Partial Differential Equations: A Reliable Algorithm by Mubashir Qayyum, Amna Khan

“…Simulations of the test problems clearly reassert the dominance and capability of the proposed methodology in terms of accuracy. Analysis reveals that the projected scheme is reliable, and hence, can be utilized for more complex problems in engineering and the sciences.…”
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PRAISE AS A SUBJECT OF INTERDISCIPLINARY RESEARCH by Nataly I. Palamar

“…Consequently, such versatility of praise determines its complex, multifaceted analysis using two approaches – linguo-pragmatic and rhetorical-stylistic.…”
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Harnessing chitosan for zinc and hydroxychloroquine delivery, interactions with fibronectin, and antibacterial activity by Anju Manuja, Juhi Nagra, Dharvi Chhabra, Kanish Manuja, Monika Sihag, Minakshi Prasad, Balvinder Kumar

“…In contrast, the Ch-ZnHC Complex, slightly less potent, offers a safer profile for host cells. …”
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Synthesis of stabilizers based on glycerides of monocarboxylic acids for industrial chloroparaffins by Yu. L. Zotov, D. M. Zapravdina, E. V. Shishkin, Yu. V. Popov

“…Chloroparaffin CP-470, stabilized by the developed complex stabilizer, was successfully used in a polyvinyl chloride composition for cable compound of the brand OM-40.Conclusions. …”
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Detection of Photovoltaic Arrays in High-Spatial-Resolution Remote Sensing Images Using a Weight-Adaptive YOLO Model by Zhumao Lu, Xiaokai Meng, Jinsong Li, Hua Yu, Shuai Wang, Zeng Qu, Jiayun Wang

“…Notably, the false detection rate in low-resolution (<5 m) panchromatic imagery is significantly reduced. Comparative analysis reveals that the optimized model reduces the error rate for small object detection in black-and-white imagery and complex scenarios by 19.8% compared to the baseline model. …”
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Identification Method of Dynamic Propagation Process of Rock Fracture Based on Ground Penetrating Radar by CHEN Jun, ZHANG Bo, ZHUANG Xingyue, SONG Zhishu, ZHENG Jun

“…The localization errors for the endpoints of the horizontally propagating fractures are consistently below 2%, proving the reliability of this method for real-time monitoring and early warning of fracture propagation.In contrast, the vertical propagation of fractures presents a more complex scenario. When the fracture propagates upwards, the "shielding effect" caused by the overlying fracture significantly hinders the GPR signal's ability to detect the lower fracture tip. …”
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Formal methodology for analyzing the dynamic behavior of nonlinear systems using fuzzy logic by Antonio Javier Barragán, Basil Mohammed Al-Hadithi, José Manuel Andújar, Agustín Jiménez

“…If the system is unknown or its dynamic is complex enough to obtain its mathematical model, in principle it would not be possible to make a formal dynamic analysis of the system. …”
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Development of stress resistance (on an example of athletes’ training) by Altynay Kozhan, Meirimgul Yerkinbekova, Saltanat Omarova, Zhanar Turniyazova, Akmaral Davletova

“…The key method in this scientific work is system analysis. It was applied in order to study the idea of the formation of psychological stability as a tool for combating stress factors in the context of the complex multi-component structure of professional sports. …”
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A Micro-Computed Tomography-Based Simplified Approach to Measure Body Composition, Osteoporosis, and Lung Fibrosis in Mice by Madeleine Landau, Binghao Zou, Ziqi Yang, Brian Rowan, Muralidharan Anbalagan

“…By exclusively detailing the necessary procedural steps from start to finish and overcoming complex user interfaces during imaging operations and analysis, this protocol will equip new micro-CT users with the ability to measure mouse body composition (bone, body fat, and lean muscle mass) and identify and quantify lung fibrosis. …”
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Bayesian test for colocalisation between pairs of genetic association studies using summary statistics. by Claudia Giambartolomei, Damjan Vukcevic, Eric E Schadt, Lude Franke, Aroon D Hingorani, Chris Wallace, Vincent Plagnol

“…A key feature of the method is the ability to derive the output statistics from single SNP summary statistics, hence making it possible to perform systematic meta-analysis type comparisons across multiple GWAS datasets (implemented online at http://coloc.cs.ucl.ac.uk/coloc/). …”
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Unraveling mitotic protein networks by 3D multiplexed epitope drug screening by Lorenz J Maier, Stefan M Kallenberger, Katharina Jechow, Marcel Waschow, Roland Eils, Christian Conrad

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Development of hydrophilic multilayer structures for energy saving window applications using sol-gel spin coating by Venkatesh Yepuri, Palikela Ramachandramurthy

“…The X-ray diffraction (XRD) analysis was conducted to examine the crystallinity of the coatings. …”
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Salvage Laryngectomy in Clinically N0 Patients: Is Elective Neck Dissection Indicated? by Mazin Merdad, Nada Al Taylouni

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Framework Design for the Dynamic Reconfiguration of IoT-Enabled Embedded Systems and “On-the-Fly” Code Execution by Elmin Marevac, Esad Kadušić, Nataša Živić, Nevzudin Buzađija, Samir Lemeš

“…As these systems become complex, the need for dynamic reconfiguration, improved availability, and stability becomes increasingly important. …”
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A Hybrid Deep Learning Approach for Skin Lesion Segmentation With Dual Encoders and Channel-Wise Attention by Asaad Ahmed, Guangmin Sun, Anas Bilal, Yu Li, Shouki A. Ebad

“…Accurate segmentation of skin lesions is essential for early detection and successful treatment, yet many current techniques struggle to balance computational efficiency with the ability to capture complex lesion features. This paper aims to develop an advanced deep learning model that improves segmentation accuracy while maintaining computational efficiency, offering a solution to the limitations of existing methods. …”
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A Novel, Sensitive Assay for Behavioral Defects in Parkinson's Disease Model Drosophila by Ronit Shaltiel-Karyo, Dan Davidi, Yotam Menuchin, Moran Frenkel-Pinter, Mira Marcus-Kalish, John Ringo, Ehud Gazit, Daniel Segal

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