On Question about Actual Problems of Study of Genre Synthesis Origins in Poetics of Russian Literature of 20th-21st Centuries by O. K. Strashkova, I. A. Babenko, I. V. Kupreyeva

“…Relevance of the study of a unified genre model of literature of 20th-21st centuries dramaturgy is proved with categorical position of dramatic genres transformation, synthesis / syncretism of homogeneous and heterogeneous form-and-content units in the whole structure of the dramatic text. …”
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Modeling Short-Term Drought for SPEI in Mainland China Using the XGBoost Model by Fanchao Zeng, Qing Gao, Lifeng Wu, Zhilong Rao, Zihan Wang, Xinjian Zhang, Fuqi Yao, Jinwei Sun

“…This study develops a methodological framework for short-term drought forecasting using SPEI time series (1979–2020) and evaluates three predictive models: (1) a baseline XGBoost model (XGBoost1), (2) a feature-optimized XGBoost variant incorporating Pearson correlation analysis (XGBoost2), and (3) an enhanced CPSO-XGBoost model integrating hybrid particle swarm optimization with dual mechanisms of binary feature selection and parameter tuning. …”
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Mouse models of anemia of cancer. by Airie Kim, Seth Rivera, Dana Shprung, Donald Limbrick, Victoria Gabayan, Elizabeta Nemeth, Tomas Ganz

“…Unlike in our model of systemic inflammation induced by heat-killed Brucella abortus, ablation of hepcidin in the ovarian cancer and the milder lung cancer mouse models did not affect the severity of anemia. …”
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An integrative modelling approach to the mitochondrial cristae by Chelsea M. Brown, Marieke S. S. Westendorp, Rubi Zarmiento-Garcia, Jan A. Stevens, Bart M. H. Bruininks, Sarah L. Rouse, Siewert J. Marrink, Tsjerk A. Wassenaar

“…While separate components of this have been studied computationally, it remains a challenge to combine elements into an overall model. Here, we present a comprehensive model of a crista junction from a human mitochondrion and the accompanying workflow to construct it. …”
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Evaluation of large language model-driven AutoML in data and model management from human-centered perspective by Jiapeng Yao, Lantian Zhang, Jiping Huang

“…This research examines how Large Language Models (LLMs) can transform the accessibility of ML technologies within organizations through a human-centered Automated Machine Learning (AutoML) approach. …”
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Improvement of Road Pavement Maintenance Models and Technologies by Audrius Vaitkus, Donatas Čygas, Algirdas Motiejūnas, Algis Pakalnis, Dainius Miškinis

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Neuro-evolutionary models for imbalanced classification problems by Israa Al-Badarneh, Maria Habib, Ibrahim Aljarah, Hossam Faris

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Resource‐explicit interactions in spatial population models by Samuel E. Champer, Bryan Chae, Benjamin C. Haller, Jackson Champer, Philipp W. Messer

“…We find that this method closely matches other spatial models, yet can dramatically increase the speed of the model, allowing the simulation of much larger populations. …”
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Oscillation of the Impulsive Hematopoiesis Model with Positive and Negative Coefficients by Iman Sabeeh Hadeed, Hussain Ali Mohamad

“…   In this paper, the problem of oscillating solutions for an impulsive hematopoiesis model with positive and negative coefficients is investigated. …”
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Modeling genetic epileptic encephalopathies using brain organoids by Daniel J Steinberg, Srinivasarao Repudi, Afifa Saleem, Irina Kustanovich, Sergey Viukov, Baraa Abudiab, Ehud Banne, Muhammad Mahajnah, Jacob H Hanna, Shani Stern, Peter L Carlen, Rami I Aqeilan

“…Using these models, we discovered dramatic cellular and molecular CNS abnormalities, including neural population changes, cortical differentiation malfunctions, and Wnt pathway and DNA damage response impairment. …”
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Near-instantaneous Atmospheric Retrievals and Model Comparison with FASTER by Anna Lueber, Konstantin Karchev, Chloe Fisher, Matthias Heim, Roberto Trotta, Kevin Heng

“…In the era of the James Webb Space Telescope (JWST), the dramatic improvement in the spectra of exoplanetary atmospheres demands a corresponding leap forward in our ability to analyze them: atmospheric retrievals need to be performed on thousands of spectra, applying to each large ensembles of models (that explore atmospheric chemistry, thermal profiles, and cloud models) to identify the best one(s). …”
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Advanced Modeling and Simulation of Vehicle Active Aerodynamic Safety by Krzysztof Kurec, Michał Remer, Jakub Broniszewski, Przemysław Bibik, Sylwester Tudruj, Janusz Piechna

“…The aim of this study was to extend the safety limits of fast moving cars by the application, in a controlled way, of aerodynamic forces which increase as the square of a car’s velocity and, if left uncontrolled, dramatically reduce car safety. This paper presents the methods, assumptions, and results of numerical and experimental investigations by modeling and simulation of the aerodynamic characteristics and dynamics of a small sports car equipped with movable aerodynamic elements operated by an electronic subsystem for data acquisition and aerodynamics active automatic control.…”
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Conic sections in ferroelectric nematics: Experiments and mathematical modeling by Priyanka Kumari, Olexandr Kurochkin, Vassili G. Nazarenko, Oleg D. Lavrentovich, Dmitry Golovaty, Peter Sternberg

“…The domain structure of a fluid ferroelectric nematic is dramatically different from the domain structure of solid ferroelectrics since it is not restricted by rectilinear crystallographic axes and planar surface facets. …”
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Mathematical Modeling and Optimal Blank Generation in Glass Manufacturing by Raymond Phillips, Matthew Woolway, Dario Fanucchi, M. Montaz Ali

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Near‐field scattering centre modelling for complex targets by Yanxi Chen, Kunyi Guo, Zhouyang Liu, Xinqing Sheng

“…However, when the electromagnetic scattering of the target is in the near‐field region of radiation, the RCS of the target changes dramatically in distance. The existing SC model cannot characterise these important near‐field characteristics. …”
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Model checking deep neural networks: opportunities and challenges by Zohra Sbai, Zohra Sbai

“…With this awareness, the number of studies related to deep neural network verification has increased dramatically in recent years. In particular, formal guarantees regarding the behavior of a DNN under particular settings are provided by model checking, which is crucial in safety-critical applications where network output errors could have disastrous effects. …”
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Mean-Reverting Diffusion Model-Enhanced Scattering Imaging by Jiayuan Lin, Qi Yu, Meng Teng, Xinmin Ding, Detang Xiao, Wenbo Wan, Qiegen Liu

“…To address these limitations, a mean-reverting diffusion model-enhanced scattering imaging (MRDS) is proposed. …”
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The Dialectic Of Text And Performance In Theater: An Applied Reading Of Selected Models by Djanette ZERRAD

“…Abstract: The theatrical experience arises from the interplay between dramatic text and performance—two foundational elements connected through a complex dialectic. …”

Modelling membrane reshaping by staged polymerization of ESCRT-III filaments. by Xiuyun Jiang, Lena Harker-Kirschneck, Christian Vanhille-Campos, Anna-Katharina Pfitzner, Elene Lominadze, Aurélien Roux, Buzz Baum, Anđela Šarić

“…We have built a coarse-grained model in which ESCRT-III polymers of different geometries and mechanical properties are allowed to copolymerise and bind to a deformable membrane. …”
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Semi-Supervised Atmospheric Turbulence Mitigation Based on Hybrid Models by Wenhao Chu, Zhi Cheng, Lixin He

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