Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction by Sabrina Guastavino, Edoardo Legnaro, Anna Maria Massone, Michele Piana

“…This study focuses on the solar and geomagnetic extreme events associated with the 2024 May superstorm and shows that artificial intelligence (AI) tools are able to characterize this storm at three different levels. First, using magnetogram cutouts, a vision transformer was able to classify the morphological evolution of NOAA Active Region 13644 (primarily involved in storm generation), and then a video-based deep learning method predicted the occurrence of the associated solar flares, and a data-driven method exploited in situ measurements to raise 1-hour in advance alerts of the geomagnetic storm during the entire event. …”
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Identification and leveling of factors affecting the acceptance of excellence model in Islamic Azad University by Seyedeh Somayeh Mousavi Siah Deleh, Samad Jabbari Asl, Musa Rezvani Chaman Zamin

“…In order to analyze the data, the theme analysis method was used, and in order to level the identified criteria, the interpretive structural modeling method was used in MACMIC software. …”
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Technology and optimization of preparation and regeneration of protoplasts from rice sheath blight fungus Rhizoctonia solani by KONG Dandan, QUE Yawei, YAN Xia, LI Ya, CHEN Weiliang, WANG Zhengyi

“…Therefore, it is necessary to develop an efficient method for preparing protoplasts of rice sheath blight fungus.The objectives of the present study were to evaluate various cell wall degradation enzymes and their combinations for releasing protoplasts from R. solani mycelium, and to develop an efficient protocol for yielding protoplasts.Using 0.7 mol/L NaCl as stabilizer solution, seven different cell wall degradation enzymes, including Glucanex, lywallzyme, cellulase-R-10, macerozyme-R-10, snailase, driselase and lysing enzyme, and their combinations were evaluated for releasing protoplasts from R. solani GD-118 mycelium which was harvested from potato dextrose liquid medium cultured at 28℃ for 36 h. …”
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Advanced Trajectory Planning and Control for Autonomous Vehicles with Quintic Polynomials by Ma Jin, Mingcheng Qu, Qingyang Gao, Zhuo Huang, Tonghua Su, Zhongchao Liang

“…This paper focuses on the design of vehicle trajectories and their control systems. A method based on quintic polynomials is utilized to develop trajectories for intelligent vehicles, ensuring the smooth continuity of the trajectory and related state curves under varying conditions. …”
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Study of the Impact of Non-linear Piezoelectric Constants on the Acoustic Wave Propagation on Lithium Niobate by C. Soumali, D. Benatia

“…Propagation of acoustic wave propagation under uniform stress is analyzed; the wave equation is obtained by incorporating the applied uniform stress in the equation of motion and taking account of the set of linear and nonlinear piezoelectric constants. A new method of separation between the different modes of propagation is proposed regarding the attenuation coefficients and not to the displacement vectors. …”
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Exploring Bourgeoisie Dynamics through Coriolanus Snow’s Character: A Comparative Study of The Hunger Games: The Ballad of Songbirds and Snakes Book and Movie Adaptation by Widiasih Fatmarani, Shafanda Putri Melyana, Devy Puspita Nor Rochmah, Dewi Meyrasyawati, Nadya Afdholy

“…The data were collected through textual and cinematic analysis, focusing on Snow’s socio-economic background, interactions, and personal transformation. The study highlights how internal narration in the novel and visual representation in the film construct different emphases on class struggle, power ambition, and ideological control. …”
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THE ANALOGY OF STATUTE AND THE ANALOGY OF LAW AS DOCTRINAL INSTRUMENTS FOR LEGAL RESPONSE TO ECONOMIC CHALLENGES by Serhii Zavalniuk, Volodymyr Zavalniuk, Iryna Zavalniuk

“…Moreover, the study involved the use of specialised legal methods, including the comparative legal method, which enabled the examination of forms of analogy applied in different legal systems, and the method of systematic interpretation, which contributed to identifying the specific features of applying analogy to particular legal relations. …”
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An Optimization Model for Harmonic Parameters Estimation of Transmission Lines Using Phasor Measurements by Leticia L. S. de Sousa, Igor D. Melo, Carlos A. Duque, Candida A. Meneghin, Paulo F. Ribeiro

“…Computational simulations are carried out to demonstrate the applicability of the method, using different line models including a real Brazilian transmission line, and the impact of instrument transformers on the estimated results is also assessed.…”
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Fundamental solution of the time-space bi-fractional diffusion equation with a kinetic source term for anomalous transport by Anis Allagui, Georgii Paradezhenko, Anastasiia Pervishko, Dmitry Yudin, Hachemi Benaoum

“…Using the Laplace-Fourier transforms method, it is shown that the parametric solutions are expressed in terms of the Fox’s H-function that we evaluate for different values of $$\alpha$$ α and $$\beta$$ β .…”
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Local and global sensitivity analysis for railway upgrading between hydrogen fuel cell and electrification by Yizhe Zhang, Zhongbei Tian, Kangrui Jiang, Stuart Hillmansen, Clive Roberts

“…Without a sensitivity analysis, it is difficult for us to determine the influence relationship between each parameter and cost, resulting in a waste of cost when choosing a line reconstruction method. In addition, by analyzing the sensitivity of different parameters to the cost, the primary optimization direction can be determined to reduce the cost. …”
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Test setup for analyzing the electrical resistance during fatigue loading for metastable austenite AISI 304L and its diffusion-brazed joints by Lukas M. Sauer, Johannes L. Otto, Jonas A. Ziman, Peter Starke, Frank Walther

“…The measurement of the electrical resistance of specimens based on the established direct current potential drop (DCPD) method is a widely utilized methodology for the detection of damage mechanisms in the field of crack initiation and propagation and change in microstructural details. …”
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Market Oriented Low-Carbon Optimal Scheduling of Virtual Power Plants Considering Multiple User-Side Resources Coordination by Mingbing LI, Qiang LI, Xiyang GUAN, Haoyang ZHOU, Rui LU, Yankun FENG

“…In this model, Conditional Value at Risk (CVaR) is introduced to measure the relationship between market returns and risks, and the model is transformed into a Mixed Integer Linear Programming (MILP) problem for solution. …”
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Optimization of Enterprise Labor Resource Allocation Based on Quality Optimization Model by Gaoyang Liang, Long Xu, Liang Chen

“…Starting from the perspective of optimizing project quality, this paper assigns different quality influencing factors to each project and each task of the project, divides the labor resources shared by multiple projects in the enterprise according to the skill level, and transforms the problem of project quality optimization. …”
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Energy-Limited Time-Varying Formation Control for Second-Order Multiagent Systems by Wanzhen Quan, Yulong Zhao, Le Wang, Xiaogang Yang

“…Moreover, the proposed method is also extended to the leader-following communication structure. …”
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Effect of Internal Heat Generation/Absorption on Dusty Fluid Flow over an Exponentially Stretching Sheet with Viscous Dissipation by G. M. Pavithra, B. J. Gireesha

“…The governing partial differential equations are reduced to nonlinear ordinary differential equations by a similarity transformation, before being solved numerically by Runge-Kutta-Fehlberg 45 method. …”
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Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction by Liana Toderean, Mihai Daian, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Elissaios Sarmas

“…A genetic algorithm-based hyperparameter optimization method reduces the computational load on edge nodes by efficiently exploring different configurations and using only the most promising ones for edge nodes’ cross-validation. …”
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A realization model to develop the autopilot system of ships by specializing MDA by Ngo Van Hien, Vu Duy Quang

“…Furthermore, the important transformation rules are also brought out and applied to convert the identified PIM into PSM for implementing quickly this system with different industrial frameworks such as the IEC61499 in a programmable controller. …”
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Robust Resilient Adaptive Control of Aero-engine Based on Parametric Perturbation Model by MA Jing, CAO Du, MA Lili

“…Therefore, a robust elastic adaptive control method based on parameter perturbation model is proposed in this paper. …”
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Nonlinear Vibration Analysis of Damaged Microplate considering Size Effect by Jihai Yuan, Xiangmin Zhang, Changping Chen

“…The dynamic governing partial differential equations of the microplate system were obtained using Hamilton’s principle and solved using the harmonic balance method after they are transformed into ordinary differential equation with regard to time. …”
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Formalizing Latin American Perspectivism: A Neutrosophic MultiPerspectivism Model by Maikel Y. Leyva Vázquez, Florentin Smarandache

“…A key result is the development of a similarity function that quantifies the affinity between different perspectives, transforming qualitative viewpoints into analyzable data. …”
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