Formation of forest mensuration indicators of Pseudotsuga menziesii (Mirb.) Franco in artificial plantations of the western region of Ukraine by Iurii Debryniuk, Stepan Myklush, Yuriy Myklush

“…It was not possible to establish final recommendations regarding optimising the initial planting density and the subsequent optimal proportion of Pseudotsuga menziesii within stand composition, which would ensure its maximum productivity. …”
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Preparation of continuous carbon fiber reinforced PA6 prepreg filaments with high fiber volume fraction by Ming Zhang, Zhonggang Sun, Yingbing Liang, Yanhua Guo, Guoqing Dai, Keyuan Wei, Ming Li, Xiping Li, Igor V. Alexandrov

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An interpretable deep learning framework using FCT-SMOTE and BO-TabNet algorithms for reservoir water sensitivity damage prediction by Yin-bo He, Ke-ming Sheng, Ming-liang Du, Guan-cheng Jiang, Teng-fei Dong, Lei Guo, Bo-tao Xu

“…By comparing TabNet, Tab Transformer, Hopular, and TabDDPM through computational experiments under identical conditions, TabNet was selected as the optimal approach. The framework integrates Bayesian optimization (BO) with TabNet to model complex oilfield tabular datasets. …”
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An extensive assessment of exploitation indicators for multispecies fisheries in the South China Sea to inform more practical and precise management in China by Kui Zhang, Li Su, Zuozhi Chen, Yongsong Qiu

“…Our uncertainty analysis showed that the catch-based model is less sensitive to parameters compared with the two length-based models considered here. …”
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Urban Air Mobility Vertiport’s Capacity Simulation and Analysis by Antoni Kopyt, Sebastian Dylicki

“…The simulation evaluates critical variables such as vertiport dimensions, UAS fleet composition, and mission duration ranges while emphasizing scalability, safety, and compliance with evolving regulatory standards. …”
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Um modelo para o dimensionamento do corpo docente para o apoio à tomada de decisão no planejamento de instituições de ensino superior A model for the design of the teaching staff t... by Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo de Araujo Kalid

“…<br>This paper proposes, develops and applies a model for the design of the teaching staff of university units (departments, colleges, schools, institutes or even the University as a whole) and the optimal design scheme of the working arrangements composition of this teaching staff. …”
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Um modelo para o dimensionamento do corpo docente para o apoio à tomada de decisão no planejamento de instituições de ensino superior A model for the design of the teaching staff t... by Marcelo Embiruçu, Cristiano Hora Fontes, Ricardo de Araujo Kalid

“…<br>This paper proposes, develops and applies a model for the design of the teaching staff of university units (departments, colleges, schools, institutes or even the University as a whole) and the optimal design scheme of the working arrangements composition of this teaching staff. …”
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Kinetics of γ-LiAlO₂ Formation out of Li₂O-Al₂O₃ Melt—A Molecular Dynamics-Informed Non-Equilibrium Thermodynamic Study by Sanchita Chakrabarty, Danilo Alencar De Abreu, Iyad Alabd Alhafez, Olga Fabrichnaya, Nina Merkert, Alena Schnickmann, Thomas Schirmer, Ursula E. A. Fittschen, Michael Fischlschweiger

“…However, its solidification kinetics depends on melt compositions and cooling strategies. The Engineered Artificial Minerals approach aims to optimize process conditions that maximize the desired solid phases. …”
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Minimizing Hallucinations and Communication Costs: Adversarial Debate and Voting Mechanisms in LLM-Based Multi-Agents by Yi Yang, Yitong Ma, Hao Feng, Yiming Cheng, Zhu Han

“…Experimental results demonstrate that the framework significantly improves accuracy, showing a steady increase in composite accuracy across 20 evaluation batches while reducing hallucinations and optimizing task completion time. …”
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Multivariate Data Analysis to Assess Process Evolution and Systematic Root Causes Investigation in Tablet Manufacturing at an Industrial Scale—A Case Study Focused on Improving Tab... by Rita Mathe, Tibor Casian, Ioan Tomuta

“…<b>Methods</b>: The novelty of this study is the use of multivariate methods for the complex assessment of a wide data set belonging to two proportional composition strengths, manufactured at an industrial scale, with different tablet shapes and sizes, with the aim of identifying inter-related active ingredient and process variables with the highest impact on hardness value and for defining optimal processing conditions leading to a robust product. …”
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Multi-Disciplinary Investigations on the Best Flying Wing Configuration for Hybrid Unmanned Aerial Vehicles: A New Approach to Design by Janani Priyadharshini Veeraperumal Senthil Nathan, Martin Navamani Chellapandian, Vijayanandh Raja, Parvathy Rajendran, It Ee Lee, Naveen Kumar Kulandaiyappan, Beena Stanislaus Arputharaj, Subhav Singh, Deekshant Varshney

“…The optimization process continues to add more desired modifications to the model, to finalize the best design of flying wing frame for the chosen application and mission profile. …”
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Analysis of the Efficiency of Technologies for Extraction Carbon Dioxide from Combustion Products by V. A. Sednin, R. S. Ignatovich

“…When modeling absorption processes, the composition of combustion products characteristic of the actual operating conditions of an energy source on wood chips was considered, while for the adsorption process, the composition of combustion products was simulated by a binary mixture of carbon dioxide and nitrogen with a molar content of 11 and 89 %, respectively. …”
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Tunable TiZrMoC Coatings: A Comprehensive Study of Microstructure, Mechanical Properties, and Wear Resistance by Alexander Pogrebnjak, Volodymyr Buranych, Volodymyr Ivashchenko, Svitlana Borba-Pogrebnjak, Olga Maksakova, Maria Caplovicová, Alexander Goncharov, Alexei Onoprienko, Petro Skrynskyy, Martin Sahul, Piotr Konarski, Piotr Budzynski, Mariusz Kaminski, Marek Opielak, Dominik Flock, Vasiliy Pelenovich, Yang Bing

“…EDX, SIMS, XRD, and XPS analyses confirmed the elemental composition and nanostructure. Computational modeling was employed to investigate the mixing behavior of the quaternary solid solutions depending on the valency electron concentration. …”
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The significance of green innovation efficiency of green low-carbon circular economy for sustainable cities in western China—Empirical evidence from Chongqing municipality by Panfeng Li

“…The entropy weight-Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) model was employed to calculate Chongqing's GLCCE composite index. …”
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Heteroligand copper(II), nickel(II), and cobalt(II) complexes with isonicotinic acid hydrazide and L-histidine by N.V. Troshanin, T.I. Bychkova

“…Complex formation in the ternary systems copper(II)/nickel(II)/cobalt(II) – isonicotinic acid hydrazide – L-histidine was studied by the methods of spectrophotometry and mathematical modeling in an aqueous solution with 0.1 mol dm–3 KNO3 as a background electrolyte. …”
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Thermodynamic analysis of an isothermal redox cycle for vacuum carbothermal ceria reduction and carbon dioxide splitting for solar fuels production by Karinate Valentine Okiy

“…Using equilibrium chemical thermodynamics and a rigorously developed process model, the reduction and oxidation steps were analyzed to quantify the oxygen nonstoichiometry (δ) and determine the equilibrium composition of reactants and products. …”
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Based on Fast Non-Singular Dynamic Terminal Sliding Mode Control for Four-Wheel Independently Driven Electric Vehicle Direct Yaw Moment Control by Zhengyong Tao, Zhongzhi Tong, Mingming Wu, Hui Wu, Min Qu, Deqiang Xie

“…Initially, 7-degree-of-freedom (7-DOF) and 2-degree-of-freedom (2-DOF) vehicle dynamic models are established, and a composite stability analysis method is developed by integrating yaw rate limit boundaries with dynamic adaptive dual-line boundaries to formulate stability criteria under extreme conditions. …”
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Influence of Ni and Nb Addition in TiVCr-Based High Entropy Alloys for Room-Temperature Hydrogen Storage by Srilakshmi Jeyaraman, Dmitri L. Danilov, Peter H. L. Notten, Udaya Bhaskar Reddy Ragula, Vaira Vignesh Ramalingam, Thirugnasambandam G. Manivasagam

“…The kinetics of (de)hydrogenation were modeled using the JMAK and 3D Jander diffusion models. …”
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Intelligent micro-electro-mechanical system for predictive nano-drug synthesis: Acousto-microfluidic heat and mass transportation by Afshin Kouhkord, Fariddodin Hassani, Ali Golshani, Reza Ansari

“…Bio-nanoparticle synthesis, essential for advanced drug delivery systems, relies on precise control over particle size, composition, and transport behavior. This study highlights micro-acoustofluidic heat and mass transport modeling as a powerful tool for designing controllable nano-drugs, including nanocarriers for respiratory systems and targeted cancer therapies, where precise control over the physical properties of nanoparticles is critical for successfully accomplishing the intended biological task. …”
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Prediction and Impact Analysis of Soil Nitrogen and Salinity Under Reclaimed Water Irrigation: A Case Study by Zeyu Liu, Kai Fang, Xiaoqin Sun, Yandong Wang, Zhuo Tian, Jing Liu, Liying Bai, Qilin He

“…This study employs genetic-algorithm-optimized random forest models (GA-RF1 and GA-RF2) to examine the dynamics of nitrogen indicators (NO₃⁻-N, NH₄⁺-N, and TN) and salinity indicators (EC and Cl⁻) under reclaimed water irrigation. …”
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