Utilizing machine learning to predict MRI signal outputs from iron oxide nanoparticles through the PSLG algorithm by Fatemeh Hataminia, Anahita Azinfar

“…In this study, we compared two different random selection patterns: SLG disperse random selection (DSLG) and SLG parallel random selection (PSLG). The sensitivity to neuron number in the hidden layers for DSLG was more pronounced compared to the PSLG pattern, and the mean square error (MSE) was calculated for this evaluation. …”
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Policy support platforms on climate change mitigation and adaptation: An assessment framework by Alexandre Curley, Georgios Xexakis, Anneke Zuiderwijk, Ellen Minkman, Özge Okur

“…These findings highlight key areas for improvement by platform developers and funders. In parallel, they demonstrate the framework's flexibility and value as both an evaluation tool and a design guide for future platforms.…”
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Intragranular ferrite morphologies in medium carbon vanadium-microalloyed steel by Fadel A., Glišić D., Radović N., Drobnjak D.

“…These treatments were interrupted at different times in order to analyze the evolution of the microstructure. Metallographic evaluation was done using optical and scanning electron microscopy (SEM). …”
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L’INTERVENTO PSICOLOGICO IN CARCERE SECONDO L’APPROCCIO GESTALTICO INTEGRATO: ASPETTI RELAZIONALI E RISONANZE by Valentina Maltese, Sebastiana Cipponeri, Salvatore Renda

“…This approach has as a parallel purpose that of improving the psychological condition of the prisoner, who lives in a relational dimension perpetually characterized by the conflict between different "actors" and in a temporary dimension that fluctuates from past to future, with the impossibility to reflect on the here and now. …”
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A Tale of Many Networks: Splitting and Merging of Chord-like Overlays in Partitioned Networks by Tobias Amft, Kalman Graffi

“…The evaluation shows that only our parallelized Ring Reunion Algorithm allows the merging of two, three, and more isolated overlay networks in parallel. …”
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An Adaptive Aggregation Scheduling Algorithm Based on the Grid Partition in Large-Scale Wireless Sensor Networks by Xiaogang Qi, Lifang Liu, Gengzhong Zheng, Mande Xie

“…Our extensive evaluation results demonstrate the superiority of the AASA-GP. …”
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CLINICAL AND PATHOGENETIC EFFECTIVENESS OF VARIOUS PHARMACOTHERAPEUTIC MODES IN SEVERE BRONCHIAL ASTHMA IN CHILDREN by L.M. Ogorodova, I.A. Deev, I.I. Ivanchuk

“…Open prospective randomized study in parallel groups was carried out to evaluate clinical (the amount of children who reached the control level by goal) and pathogenetic (the influence on the dynamics of the antiapoptotic eosinophil effectors expression) effectiveness of various pharma cotherapeutic modes in severe children's asthma. …”
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Enhancing Text Similarity Measurement with Hybrid Siamese Neural Networks and Lexical Features by Bei Zhou

“…The Siamese network comprises two parallel sub-networks, each featuring a word embedding layer and a deep neural network. …”
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Using Corpus Tools for Stylistic Analysis in Translator Training by Özgür Şen Bartan

“…During each case study, the students were guided to use corpus tools such as Lextutor and Voyant to analyse the style of the author and/or the translator concentrating on different aspects of translations of style which encompass dimensions such as lexical category, grammatical category, figurative language and cohesion, and to compare the parallel corpora. Moreover, the study provides an evaluation of the materials with a user perspective survey. …”
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Du savoir savant au savoir enseigné, analyse de l’exposition des connaissances en cours magistral de physique : une étude de cas by Cécile de Hosson, Adry Manrique, Leslie Regad, Aline Robert

“…Methodologically speaking two different types of analysis have been conducted in parallel : a multi-category analysis and a lexicometric one. …”
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An Adaptive Transformer Model for Long-Term Time-Series Forecasting of Temperature and Radiation in Photovoltaic Energy Generation by Asmaa Mohamed El-Saieed

“…Leveraging the robust attention mechanisms and parallel processing capabilities inherent in encoder–decoder transformer architecture, the model effectively captures intricate relationships within weather data. …”
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Measuring Component Importance for Network System Using Cellular Automata by Li He, Qiyan Cao, Fengjun Shang

“…Examples in some typical structures illustrate how to calculate component importance and reliability stability, including uncertain random series, parallel, parallel-series, series-parallel, and bridge systems. …”
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Prospects of FEV6 using as alternative indicator of respiratory function assessment by O. V. Myronenko, O. V. Fesenko, V. V. Dmytrychenko, K. V. Zhulay

“…A reliable direct correlation between increments of FEV1 and FEV6, FVC and FEV6 (p < 0.05) was confirmed, which indicates a logical increase in FEV6 increment in parallel with the increase of FVC and FEV1 increments. …”
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Meso-energy evolution and rock burst proneness of the stress thresholds of granite under triaxial cyclic loading and unloading test by ZHANG Ying, MIAO Sheng-jun, GUO Qi-feng, WANG Pei-tao

“…To study the meso-energy evolution of Sanshandao granite under triaxial cyclic loading and unloading, the stress thresholds (the crack initiation stress σci, crack damage stress σcd, and peak stress σf) of Sanshandao granite were determined; the variation law of the boundary energy, strain energy (linear contact strain energy and parallel bond strain energy), dissipation energy (friction energy and damping energy), and kinetic energy corresponding to each stress threshold with confining pressures was analyzed; and a new index Wx for evaluating the rock burst proneness was established from the perspective of energy based on a simulation using PFC3D. …”
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An Accurate and Low-Complexity Offset Calibration Methodology for Dynamic Comparators by Juan Cuenca, Benjamin Zambrano, Esteban Garzón, Luis Miguel Prócel, Marco Lanuzza

“…The proposed offset calibration is benchmarked, in terms of precision, calibration time, energy consumption, delay, and area, against prior calibration techniques: current injection via gate biasing by a charge pump circuit and current injection via parallel transistors. The evaluation of the offset calibration schemes relies on Analog/Mixed-Signal (AMS) simulations, ensuring accurate evaluation of digital and analog domains. …”
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Peducing the frequency of switching overvoltage in generator networks by R. A. Belsky, V. Y. Frolov, R. I. Zhiligotov, E. P. Safonov

“…Using the Matlab Simulink package, create a model of common auxiliaries of a 10/0.4 kV power station, calculate the overvoltage at different sections of the current, evaluate the effect of vacuum switches on each other, evaluate the effectiveness of nonlinear overstrain limiters, with parallel switching.THE SCIENTIFIC SIGNIFICANCE consists in obtaining a method for calculating transients with simultaneous switching of several switches. …”
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Leveraging the dynamic adaptation process to address LGBTQ+ health equity in New Mexico high schools by Cathleen Elizabeth Willging, Cathleen Elizabeth Willging, Daniel Shattuck, Daniel Shattuck, Mary M. Ramos, Mary M. Ramos, Bonnie O. Richard, Adrien Lawyer, Elizabeth Dickson, Gregory A. Aarons

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Conducting active screening for human African trypanosomiasis with rapid diagnostic tests: The Guinean experience (2016-2021). by Oumou Camara, Justin Windingoudi Kaboré, Aïssata Soumah, Mamadou Leno, Mohamed Sam Bangoura, Dominique N'Diaye, Adrien Marie Gaston Belem, Sylvain Biéler, Mamadou Camara, Jean-Mathieu Bart, Brice Rotureau, Bruno Bucheton

“…However, RDTs availability represents a major concern and medical teams must often adapt, even in the absence of prior RDT performance evaluation. For the last 5 years, the Guinean HAT National Control Program had to combine three different RDTs according to their availability and price: the SD Bioline HAT (not available anymore), the HAT Sero-K-SeT (most expensive), and recently the Abbott Bioline HAT 2.0 (limited field evaluation). …”
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DA-Net: Dual Attention Network for Haze Removal in Remote Sensing Image by Namwon Kim, Il-Seok Choi, Seong-Soo Han, Chang-Sung Jeong

“…In this paper, we shall present a new dual attention network, called DA-Net, for dehazing remote sensing images which achieves better dehazing performance while reducing model complexity sharply by exploiting a novel dual attention block where two modules, channel-spatial attention and parallel attention are serially connected. We propose a new architecture for parallel attention which achieves better dehazing performance by concatenating three different attention mechanisms in parallel: global channel attention, local channel attention and spatial attention. …”
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Tailoring the Anisotropic Oxygen Transport Properties in Bulk Ceramic Membranes Based on a Ruddlesden–Popper Oxide by Applying Magnetic Fields by Giamper Escobar Cano, Motohide Matsuda, Zhijun Zhao, Frank Steinbach, Bernd Breidenstein, Hilke Petersen, Andreas Graff, Marc Widenmeyer, Anke Weidenkaff, Armin Feldhoff

“…This process aligns the oxide grains with their easy‐magnetization c‐axis parallel to the applied magnetic field. Depending on the magnetic field's direction relative to the slip casting, grains orient either with their a,b‐plane or c‐axis parallel to the normal direction of the disk‐shaped ceramic, thus aligning with the oxygen permeation direction. …”
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