Camelina (Camelina sativa (L.) Crantz) oilcake – untapped resource of phenolic compounds by Petra TERPINC, Helena ABRAMOVIČ

“…The work includes a comprehensive study of phenolic compounds, their occurrence and identification in the residues after pressing of the oil from camelina seeds of Slovenian origin, i.e. oilcake. In addition, the efficiencies of antioxidant determinations using different methods according to different mechanisms are presented. …”
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Advances in per- and polyfluoroalkyl substances (PFAS) detection and removal techniques from drinking water, their limitations, and future outlooks by Zahra Zahra, Minkyung Song, Zunaira Habib, Sadaf Ikram

“…In this context, there is an imperative need for developing and improving methods to identify and eliminate these contaminants. …”
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Causal inference for heritable phenotypic risk factors using heterogeneous genetic instruments. by Jingshu Wang, Qingyuan Zhao, Jack Bowden, Gibran Hemani, George Davey Smith, Dylan S Small, Nancy R Zhang

“…By using GWAS summary statistics, GRAPPLE can efficiently use both strong and weak genetic instruments, detect the existence of multiple pleiotropic pathways, determine the causal direction and perform multivariable MR to adjust for confounding risk factors. …”
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Bridging In Situ Testing and Constitutive Modelling: An Automated Approach to Soil Parameter Identification by Islam Marzouk, Franz Tschuchnigg

“…The study applies this framework to a marine clay test site, demonstrating its ability to determine soil parameters efficiently. Additionally, the framework is directly integrated into a finite element software, enabling seamless parameter transfer for numerical modelling. …”
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COVID-19 pandemic and unemployment rate prediction for developing countries of Asia: A hybrid approach. by Lumin Shi, Yousaf Ali Khan, Man-Wen Tian

“…As unemployment plays an important role in the planning of a country's monetary progress for policymakers and researcher. Determining the unemployment rate efficiently required an advance modeling approach. …”
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Inverse Kinematics for Robotic Manipulators via Deep Neural Networks: Experiments and Results by Ana Calzada-Garcia, Juan G. Victores, Francisco J. Naranjo-Campos, Carlos Balaguer

“…The results demonstrate the potential of DNNs to efficiently solve the IK problem while avoiding issues such as singularities, competing with traditional methods in precision and speed.…”
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Optimal Control of a Harmonic Oscillator with Parametric Excitation by Dmitrii Kamzolkin, Victor Ilyutko, Vladimir Ternovski

“…The key challenge lies in identifying the optimal switching times between two available frequencies to meet all boundary conditions efficiently. By examining various boundary scenarios, constructing the reachable set of all admissible trajectories, and employing both analytical techniques and control theory, we develop a robust solution strategy. …”
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Coverage Path Planning Using Actor–Critic Deep Reinforcement Learning by Sergio Isahí Garrido-Castañeda, Juan Irving Vasquez, Mayra Antonio-Cruz

“…Our findings demonstrate that actor–critic methods can produce policies capable of guiding a robot to efficiently explore and cover new environments.…”
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Device-Driven Service Allocation in Mobile Edge Computing with Location Prediction by Qian Zeng, Xiaobo Li, Yixuan Chen, Minghao Yang, Xingbang Liu, Yuetian Liu, Shiwei Xiu

“…To address this limitation, this paper constructs a model based on constraints, optimization objectives, and server connection methods, determines experimental parameters and evaluation metrics, and sets up an experimental framework. …”
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Harnessing Data-mining Algorithms to Model and Evaluate Factors Influencing Distortion Product Otoacoustic Emission Variations in a Mining Industry by Sajad Zare, Reza Esmaeili, Mojtaba Nakhaei pour

“…Conclusions: As a result of determining the weight of factors causing variations in OAEs, the allocation of resources for control measures and effective reduction will be accomplished more efficiently and accurately.…”
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Multiobjective Three-Level Supply Chain Management Problem Under Uncertainty Using Gravitational Search Algorithm by Mojtaba Lati, Hassan Ali Aghajani, Mohammad Reza Lotfi

“…A supply chain is a set of resources, facilities, customers, products, and methods of inventory control, purchasing, and distribution. …”
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EGFR-TARGETING PEPTIDE INHIBITS HELA CELL PROLIFERATION: A NOVEL STRATEGY FOR CERVICAL CANCER THERAPY? by Reem Hussin, Danielle Vieira Sobral, Fernanda Ferreira Mendonça, Leonardo Lima Fuscaldi, Luciana Malavota

“…Results: The YHWYGYTPQNVT peptide was synthesized efficiently with yield of approximately 45%. Chromatographic analyzes obtained by HPLC and mass spectrometry confirmed that the entire synthesis, cleavage, and purification process of peptides were performed efficiently. …”
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Research Progress on the Characteristics of Nitrogen and Phosphorus Uptake by <i>Ulva prolifera</i>, the Dominant Macroalga Responsible for Green Tides in the Yellow Sea by Yichao Tong, Yuqing Sun, Jing Xia, Jinlin Liu

“…The nutrient absorption characteristics of <i>Ulva prolifera</i>, including its preference for abundant nutrients, a high nitrogen-to-phosphorus (N/P) ratio, and its ability to efficiently absorb nutrients during pulse nutrient input events, determine its dominant role in the green tide events in the Yellow Sea. …”
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Toward Low-Cost Digital Twins for Urban Transportation Systems by Oskar Wysocki, Michal Kuziemski, Andre Freitas, Michal Wasilczuk, Jacek Czyzewicz

“…Our approach includes developing the DT concept, identifying essential tram components for monitoring, such as the drive train, transmission, electric motor, inverter, suspension, and brakes, and determining the appropriate methods and metrics for their Predictive Maintenance (PM). …”
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Toxicity, Half-Life and Antitumor Activity of Phenyl 4-(2-Oxo-3-alkylimidazolidin-1-yl)benzenesulfonates as Novel Antimitotic CYP1A1-Targeted Prodrugs in Female Mouse Models by Atziri Corin Chavez Alvarez, Chahrazed Bouzriba, Vincent Ouellette, Mathieu Gagné-Boulet, Alexandre Patenaude, Sylvie Pilote, René C.-Gaudreault, Chantale Simard, Sébastien Fortin

“…Our screening program studies of PAIB-SO chemolibraries selected three prototypical PAIB-SOs as antimitotic prodrugs amenable for studies using BC animal models. <b>Methods</b>: Healthy female CD1^® IGS mice were treated with three prototypical PAIB-SOs, namely CEU-835, -934, and -938, for the determination of their toxicity and half-lives. …”
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Urban Transformation in the Context of Rail Transport Development: The Case of a Newly Built Railway Line in Gdańsk (Poland) by Marcin Połom, Maciej Tarkowski, Krystian Puzdrakiewicz

“…The main objective of this article is to discuss mutual relations between operation of a newly built railway line and spatial changes taking place in its closest vicinity which determine the accessibility to it. The research methods included the GIS tools, direct measurements of passenger exchange, and public opinion poll among the passengers taking the new line. …”
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Psychological Aspects of the Organization of the Foreign Language Learning Process for Students of Non-Linguistic Specialities under Current Conditions by C. Соколовська

“…The approaches to the selection of teaching goals, tasks, forms, methods and visual aids for students of specialty “Journalism” at master’s degree level are proposed for the formation of positive motivation to learn English. …”
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A deep neural network with attention mechanism for flow prediction of compressor blade by Guanyu Gao, Gang Wang

“…Motivated by this tricky issue, a convolutional neural network (CNN) based on U-Net architecture with attention mechanism (AM) is proposed to efficiently learn flow representations from CFD results to shorten the compressor blade design cycle. …”
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Occupancy-Assisted Surround-View Images 3D Object Detection by Jian Sun

“…In the modern field of surround-view 3D detection, there has been a significant increase in interest. Existing methods are mainly focused on constructing dense Bird&#x2019;s Eye View(BEV) features or utilizing sparse queries for detection. …”
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A Mobile-Beacon-Assisted Sensor Network Localization Based on RSS and Connectivity Observations by Guodong Teng, Kougen Zheng, Ge Yu

“…Comparing the performance with three typical range-free localization methods in static WSNs, our lightweight MRC algorithm with limited computation and storage overhead is more suitable for very low-computing power sensor nodes that can efficiently outperform better with only basic arithmetic operations in the simulation and physical environments.…”
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