Effect of flavonol on reduction of acrylamide in Maillard reaction and its correlation with antioxidant capacity by CHENG Jun, REN Yiping, ZHANG Ying, ZHANG Yu

“…Taking Δ TEAC as the antioxidant measurement index, the correlation coefficients between Δ TEAC determined by three different antioxidant evaluation methods (DPPH, ABTS and FRAP) and inhibitory rate of acrylamide were 0.885 3, 0.834 2 and 0.805 3 respectively, indicating a close correlation between the inhibitory effects of flavonols against the generation of acrylamide and the antioxidant capacity in Maillard reaction products.Based on microwave heating and Maillard reaction system, this study not only describes novel experimental system for investigating the inhibitory effect of phytochemicals (e. g. flavonols) against the generation of acrylamide, but also provides substantial evidence of the correlation between the inhibitory rate of acrylamide and antioxidant capacity in Maillard reaction products.…”
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A Recommendation Algorithm Incorporating Adaptive Gating Mechanisms and Knowledge Graph Enhancements by Yi Yu, Teng Lv

“…Then, for the item feature vector, the model dynamically adjusts the weights of Collaborative Filtering (CF) and Knowledge Graph (KG) through the gating mechanism, generating a more expressive item representation. The gating mechanism calculates the gating value through the sigmoid function, allowing user’s behavioral characteristics in different scenarios to more accurately impact item recommendation. …”
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Production and Characterization of Polyhydroxyalkanoates and Native Microorganisms Synthesized from Fatty Waste by Javier Ricardo Gómez Cardozo, Amanda Lucía Mora Martínez, María Yepes Pérez, Guillermo Antonio Correa Londoño

“…Different bacteria-substrate systems were evaluated thrice on a laboratory scale under different conditions of temperature, pH, and substrate concentration, employing 50 mL of broth in 250 mL. …”
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A scoping and critical review of properties, standards, and regulations of oxo-biodegradable plastics by Juan Carlos Salcedo Reyes, Octavio Alejandro Castañeda Uribe, Luis David Gómez Méndez, Aura Marina Pedroza Rodríguez, Raúl A. Poutou-Piñales

“…Finally, a detailed analysis of results reported in the scientific literature shows the dependence of oxo-biodegradation on different parameters (UV radiation, temperature, exposure time, type of enzymes), specific environments (soil, composting, waste, recycling, etc.), different types of plastics (LDPE, HDPE, LLDPE, pro-oxidant additives) and, finally, on different analytical techniques used (FTIR, DSC, TGA, SEM, tensile test).…”
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The Effect of Hydraulic Partitioning on Prediction the Rate of Bed Load Transport in Gravel-bed Rivers using Support Vector Machine by Kiyoumars Roushangar, Mohammad Hosseini, Saman Shahnazi

“…Since intelligent methods are applied for various rivers with different flow conditions, it is necessary to evaluate the accuracy of these methods in quantification of bed load under varied hydraulic conditions. …”
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Important Aspects of the Design of Experiments and Data Treatment in the Analytical Quality by Design Framework for Chromatographic Method Development by Bianca F. G. Passerine, Márcia C. Breitkreitz

“…Although there are many studies in the literature that use the DOE, none of them address important aspects of data treatment for optimization and MODR generation and compare different software calculations. …”
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Multiscale analysis of friction behavior at fretting interfaces by Zhinan Zhang, Shuaihang Pan, Nian Yin, Bin Shen, Jie Song

“…Moreover, the fretting process with regard to different interfacial configurations have also not been systematically evaluated. …”
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Markov approach for inventory control with meta-heuristics in intermittent demand environment. by Ferhat Yuna, Burak Erkayman, Mustafa Yılmaz

“…The intermittent demands used were randomly generated in 4 different sizes from small to large. …”
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Automated Search-Based Robustness Testing for Autonomous Vehicle Software by Kevin M. Betts, Mikel D. Petty

“…Two different search-based testing methods, genetic algorithms and surrogate-based optimization, were used to generate test cases for a simulated unmanned aerial vehicle attempting to fly through an entryway. …”
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Preparation, characterization, and adsorption capacity of pyrophosphoric acid sustainable activated carbon from baijiu spent grains for risk factor mitigation by Ziyang Wu, Silei Lv, Peng Xiao, Huan Cheng, Hehe Li, Jinyuan Sun, Xingqian Ye, Baoguo Sun

“…Precise optimization strategies were employed for simulated and authentic Baijiu samples to determine ideal conditions for carbon synthesis suitable for different alcoholic beverages (with fewer flavor compounds and rich in flavor compounds). …”
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Unsupervised Salient Object Detection by Aggregating Multi-Level Cues by Chenxing Xia, Hanling Zhang

“…First, a proposal processing scheme is developed by various object-level saliency cues to generate an initial saliency map. For the sake of more accurate object boundaries, a two-stage optimization mechanism is then proposed upon superpixel-level. …”
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Chromosome-level genome of Cyprinus rubrofuscus ♀ × Sinocyclocheilus grahami ♂ provides high-quality parental haplotype genomes and insights into hybrid economic traits enhancement... by Yanhui Yin, Yuanwei Zhang, Anli Wu, Wei Dao, Jing Long, Xiaofu Pan, Junxing Yang, Xiaoai Wang

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An efficient and resilient energy management strategy for hybrid microgrids inspired by the honey badger's behavior by Ahmed A. Shaier, Mahmoud M. Elymany, Mohamed A. Enany, Nadia A. Elsonbaty, Marwa M. Tharwat, Marwa M. Ahmed

“…This system employs a multi-objective optimization algorithm to dynamically identify the best energy management system (EMS). …”
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Comparative Analysis of Beamforming Techniques and Beam Management in 5G Communication Systems by Cristina Maria Andras, Gordana Barb, Marius Otesteanu

“…Furthermore, the paper investigates beam management (BM) procedures, which are essential Layer 1 and Layer 2 mechanisms responsible for the dynamic configuration, monitoring, and maintenance of optimal beam pair links between gNodeBs and UEs. The article emphasizes the spectral spectrogram of Synchronization Signal Blocks (SSBs) generated under various deployment scenarios, illustrating how parameters such as subcarrier spacing (SCS), frequency band, and the number of SSBs influence the spectral occupancy and synchronization performance. …”
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2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction by Zinnet Duygu Akşehir, Erdal Kılıç

“…The optimal model and hyperparameters for each IMF component were determined using Bayesian optimization, significantly improving prediction accuracy. …”
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Collaborative vehicle routing for equitable and effective food allocation in nonprofit settings by Rabiatu Bonku, Faisal Alkaabneh, Lauren Berrings Davis

“…To assess the performance of the approach, this paper evaluates three distinct models, focusing on key performance measures such as effectiveness, equity and efficiency. …”
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Numerical Simulation of Strength, Deformation, and Failure Characteristics of Rock with Fissure Hole Defect by Shaojie Chen, Zhiguo Xia, Fan Feng

“…The failure mode, mechanical behavior, and stress state before and after crack generation in elliptical hole crack combination models with different ratios of major and minor axis were analyzed. …”
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Experimental Characterization of a Commercial Photovoltaic Thermal (PVT) Hybrid Panel Under Variable Hydrodynamic and Thermal Conditions by Jorge Aguilar, Wilson Pavon, Zahir Dehouche

“…The experimental platform developed in this study also enables standardized PVT testing under controlled conditions, supporting consistent evaluation across different settings and contributing to global optimization efforts for hybrid solar technologies.…”
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Optimisation of Several Estimating Functions by Multicriterial Analysis of Civil Engineering Structure in Service Stage Monitoring by Daniel LEPĂDATU, Dorina ISOPESCU, Ion RUSU, Loredana JUDELE, Gabriel SANDULACHE

“… In order to ensure the safety of engineering structures and especially those with special regimen such as the viaducts requiring careful monitoring of spatial displacements, it is necessary to find an optimal combination of criteria that are evaluated by a multi-criteria analysis to avoid major structural degradation and their effects on of the entire structure that can generate catastrophes with major losses of human lives. …”
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Cultivation Method Analysis for Teachers’ Teaching Ability Driven by Artificial Intelligence Technology by Yanfang Chen, Shasha Xu

“…Colleges and universities have reached a new stage in their evolution, one marked by intelligent use of technology, as represented by the fourth generation of information technology: cloud computing, big data, and artificial intelligence. …”
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