Rationalization of diagnostic examination periods for metalwork elements of subway escalators by V. N. Dyatlov, D. P. Kononov

“…Petersburg Metro” in the amount of 218 pieces in the period from 2005 to 2019 were used, design documentation, statistical methods and mathematical modeling methods were used.   Results. The use of a mathematical model and the principle of rationalization can significantly reduce the time and, consequently, other costs in determining the corrosion effect.   …”
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Research Progress on Coarse and Fine Sediment Exchange Near Riverbed by JIN Zhong-wu, LI Shan, LU Jin-you, GUO Xiao-hu

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Quantifying the vegetation restoration mechanism of ecological projects on the Qingzang Plateau by Yang Chen, Guihua Yi, Xuan Zhu, Xiaobing Zhou, Tingbin Zhang, Bin Yang, Jingji Li, Xian Liu, Xianglong Ma

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Enhancement of Lipid Production in <i>Rhodosporidium toruloides</i>: Designing Feeding Strategies Through Dynamic Flux Balance Analysis by María Teresita Castañeda, Sebastián Nuñez, Martín Jamilis, Hernán De Battista

“…In this study, we developed a computational framework based on dynamic flux balance analysis and small-scale metabolic models to evaluate and optimize lipid production in <i>Rhodosporidium toruloides</i> strains. …”
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A Hybrid Soft Sensor Approach Combining Partial Least-Squares Regression and an Unscented Kalman Filter for State Estimation in Bioprocesses by Lucas Hermann, Andreas Kremling

“…Real-time information on key state variables during fermentation is crucial for the effective optimization and control of bioprocesses. Specialized sensors for online or at-line monitoring of these variables are often associated with high costs, especially during early-stage process optimization. …”
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LLM based expert AI agent for mission operation management by Sobhana Mummaneni, Syama Sameera Gudipati, Satwik Panda

“…Current mission operation management faces limitations in terms of data transmission relying solely on ground control, manual analysis procedures, and not capitalizing on technology for optimizing routine mission operations. …”
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Recapitulation of physiologic and pathophysiologic pulsatile CSF flow in purpose-built high-throughput hydrocephalus bioreactors by Ahmad Faryami, Adam Menkara, Shaheer Ajaz, Christopher Roberts, Ryan Jaroudi, Blake Gura, Tala Hussini, Carolyn A. Harris

“…The absence of a tested and validated long-term in-vitro model that can incorporate clinically relevant parameters has limited hypothesis-driven studies and, in turn, limited our progress in understanding the mechanisms of shunt obstruction in hydrocephalus. …”
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Experimental observation of the critical conditions and establishment of bifurcation set equation for chip flow angle catastrophe in transverse turning by Longjun Luo, Liangshan Xiong, Shaonan Zhang, Baoyi Zhu, Hongliang Yang

“…The optimization was carried out using a genetic algorithm, resulting in three possible models for the CFA catastrophe bifurcation set equation. …”
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An Analysis of the Design and Kinematic Characteristics of an Octopedic Land–Air Bionic Robot by Jianwei Zhao, Jiaping Gao, Mingsong Bao, Hao Zhai, Xu Pei, Zheng Jiang

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A Universal Framework for Skill-Based Cyber-Physical Production Systems by Max Hossfeld, Andreas Wortmann

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New mouse model based on adenocarcinoma 4T1 cells expressing HPV16 E6 and E7 applied to assess the efficacy of therapeutic and prophylactic E6/E7-based HPV16 vaccines by Juris Jansons, Daria Avdoshina, Alesja Dudorova, Elena Royo Rubio, Liba Sokolovska, Dmitry Perminov, Ilze Lindenberga, Hannes Nicolai, Svetlana Gebrila, Sona Chowdhury, Dace Skrastina, Jurijs Nazarovs, Joel M. Palefsky, Maria Isaguliants

“…DNA-immunogens were designed encoding expression-optimized consensus HPV16 E6 and E7 mutated to disrupt p53- and Rb-binding, both controlled by the human elongation factor 1a promoter. …”
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The Propagation Characteristics of Turbulent Expanding Flames of Methane/Hydrogen Blending Gas by Haoran Zhao, Chunmiao Yuan, Gang Li, Fuchao Tian

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Study on the influence mechanism of land use on carbon storage under multiple scenarios: A case study of Wenzhou by Quan Wei, Huang Xuankai, Xu Gang, Hao Jun, Lv Kangting, Jiang Xiaomin

“…An integrated framework based on the System Dynamics model, the Patch Generation Land Simulation model, and the Integrated Valuation of Ecosystem Services and Trade-offs model was constructed to dynamically simulate the LUCC demand and CS of Wenzhou under four scenarios in 2035, and to analyze the spatial evolution mechanisms of LUCC and CS. …”
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Improvement of traffic flow management at intersections using cluster analysis and fuzzy logic by Shepelev Vladimir, Glushkov Aleksandr, Fadina Olga

“…This paper develops a mathematical model for calculating the recommended vehicle speed at signal-controlled intersections for non-stop passage, in order to increase the traffic capacity and safety, taking into account various factors. …”
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A Technique for Monitoring Mechanically Ventilated Patient Lung Conditions by Pieter Marx, Henri Marais

“…The models are both computationally efficient (720 K predictions per second per core) and lightweight (24.5 MB). …”
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Field pea cardinal temperatures, growth and vigor traits of winter- and spring-adapted germplasm at germination and seedling stages by Curtis B. Adams, Juniper Cosner

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Sweet chestnut (Castanea sativa Mill.) bioclimatic suitability in Central Italy: future potential scenarios under climate change by Giorgia Di Domenico, Sergio Noce, Francesco Carbone, Giovanni D'Amico, Walter Mattioli

“…Adopting a standard protocol for reporting species distribution model (ODMAP - Overview, Data, Model, Assessment, Prediction), four Earth System Models have been combined into two Shared Socio-economic Paths and two Time Horizons, to produce potential chestnut bioclimatic suitability maps. …”
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Rheology-dependent magma reservoir pressurization history constrained by the deformation cycle of Okmok volcano, Alaska by Jared M. Long-Fox, Sui Tung, Theodore Donovan, Timothy Masterlark

“…The eruption cycle of a volcano is controlled by the subsurface migration and storage of magma. …”
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A Machine-Learning-Based Approach to Informing Student Admission Decisions by Tuo Liu, Cosima Schenk, Stephan Braun, Andreas Frey

“…In this illustration, first, several machine learning models were trained and compared. The best model was selected. …”
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Temporal variability of dissolved inorganic nitrogen and key environmental drivers in a dam-induced subtropical urban lake by Peng Tang, Boyu Ren, Tianyang Li, Qiwen Xu, Baoxiang Yang, Shunyao Zhu, Binghui He

“…Based on these insights, the study recommends to minimize the agricultural fertilizer application in spring and summer for decreasing external inputs, and optimize reservoir operation strategies in autumn and winter for controlling hydrological alterations.…”
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