Exploration of the Ignition Delay Time of RP-3 Fuel Using the Artificial Bee Colony Algorithm in a Machine Learning Framework by Wenbo Liu, Zhirui Liu, Hongan Ma

“…Based on 30 independent resampling trials, the CGD-ABC-BP model with a three-hidden-layer structure of [21 17 19] achieved strong performance on internal test data: R² = 0.994 ± 0.001, MAE = 0.04 ± 0.015, MAPE = 1.4 ± 0.05%, and RMSE = 0.07 ± 0.01. …”
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Development Characteristics and Rapid Evaluation of High-steep Unstable Rock in Ya’an—Changdu Section of Sichuan—Tibet Railway by Guangze ZHANG, Guoqing CHEN, Zhewei WANG, Dong WANG, Bencan PEI

“…Eight indexes were extracted, including special geological indexes of the Sichuan—Tibet area, the freeze-thaw, unloading behavior and seismic intensity, and five basic indexes of stability evaluation of unstable rock, terrain gradient, weathering intensity of rock mass, cavity, main control structural plane and lithology. The stability evaluation model of unstable rock in the cold region was established based on extension theory through comprehensively estimating the weight and relevancy of each index for the four stability levels. …”
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GAN-based image prediction of maize growth across varieties and developmental stages by Xinyi Wang, Shilong Liu, Zhihao Wang, Zedong Geng, Weikun Li, Chengxiu Wu, Yingjie Xiao, Wanneng Yang, Lingfeng Duan

“…In conclusion, this article provided a novel solution for visualized growth prediction of large plants with complex physiological structures throughout the entire growth cycle. A primary limitation of this study is its focus on modeling and predicting crop growth under uniform environmental conditions, without considering environmental variability. …”
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Semantic influence of programming on the development of thinking of students: background, research and prospects by M. U. Mukasheva, Y. V. Payevskaya

“…It is assumed that the results of the study of computational thinking (a generalized interpretation structure, a hypothetical model of the semantic influence ofprogramming, a framework for assessing levels) will contribute to a systematic and comprehensive study of many aspects of the development of computational thinking.…”
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Enabling Robust Exoplanet Atmospheric Retrievals with Gaussian Processes by Yoav Rotman, Luis Welbanks, Michael R. Line, Peter McGill, Michael Radica, Matthew C. Nixon

“…Atmospheric retrievals are essential tools for interpreting exoplanet transmission and eclipse spectra, enabling quantitative constraints on the chemical composition, aerosol properties, and thermal structure of planetary atmospheres. …”
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Cell spheroid micromechanics under large deformations by Dimosthenis Giannopoulos, Maja Schlittler, Marzia De Bortoli, Raffaele Coppini, Mina Petrovic, Elisabetta Cerbai, Gerhard J. Schütz, Philipp J. Thurner, Alessandra Rossini, Orestis G. Andriotis

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The intelligent fault identification method based on multi-source information fusion and deep learning by Dashu Guo, Xiaoshuang Yang, Peng Peng, Lei Zhu, Handong He

“…Abstract Faults represent significant geological structures. Conventional fault identification methods pri-marily rely on the linear features of faults, achieved through the interpretation of remote sensing imagery (RSI). …”
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Human microbiome-derived peptide affects the development of experimental autoimmune encephalomyelitis via molecular mimicryResearch in context by Xin Ma, Jian Zhang, Qianling Jiang, Yong-Xin Li, Guan Yang

“…Of note, half of these analogs could bind to MHC II and interact with TCR through structural modeling of the interaction using fine-tuned AlphaFold. …”
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Identifying, categorizing and ranking performance indicators of schools using Q method by Seyed Mahmoud Jalilian, Shahnaz Naibzadeh, seyyed hasan hataminasab, seyed ali almodaresi

“…The research method is applicable in terms of purpose, mixed (qualitative-quantitative) in terms of implementation, and interpretive paradigm. This research was done in two steps; the research strategy in the first step is qualitative content analysis, and the statistical population of the research includes 24 people from four groups of parents, managers and employees of girls' high school, teachers and also the officials of the Yazd City Education Organization, by and targeted sampling; and the sample size continued up to theoretical saturation, and performance indicators were extracted from the semi-structured interview. …”
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Supplementary protection of intellectual property rights for medicines by A.O. Kodynets, O.F. Doroshenko, I.P. Volynets, G.K. Dorozhko, V.O. Petrenko, V.V. Belitsky

“…The work utilizes general scientific and specialized methods of scientific cognition, including dialectical, formal-logical, systemic-structural, comparative legal, as well as modeling, analysis, and synthesis methods, which collectively contributed to the organization, planning, and conduct of the research. …”
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Detecting Anomalies in Attributed Networks Through Sparse Canonical Correlation Analysis Combined With Random Masking and Padding by Wasim Khan, Mohammad Ishrat, Ahmad Neyaz Khan, Mohammad Arif, Anwar Ahamed Shaikh, Mousa Mohammed Khubrani, Shadab Alam, Mohammed Shuaib, Rajan John

“…To optimize our model, we maximize the correlation between attribute and structural aspects of normal nodes, and anomalies are detected by measuring the correlation between these two views. …”
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Generation and recognition of eye movement samples based on generative artificial intelligence by TAN Xueqing, SONG Jun, ZHANG Manman, ZANG Chuanli

“…Therefore， this study aims to promote the development of generative artificial intelligence in the field of eye tracking technology， solve the problem of eye movement sample generation and the opacity and inexplicability caused by the increase in network depth， and deeply mine eye tracking data related to children’s language development.MethodsThis study collected data on the eye movement process of 4~6 years old children’s understanding of different focus structures. Generative artificial intelligence model-variational autoencoder（VAE） and traditional models-multilayer perceptron（MLP） were used to identify the developmental differences in their eye movement patterns and attempt to generate new samples. …”
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Social Media in English and Russian Language Consciousness. Article 1. Psycholinguistic experiments by Світлана Шляхова, Микита Клюєв

“…The second part includes the analysis of the concept’s presence in text corpora and also the field and the classificational cognitive models of the concept. The first part describes nominative fields of the concept «social media» and its subconcepts and provides a cognitive interpretation and a comparative analysis of the data in Russian and English languages. …”
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Observations of ionospheric disturbances via U-shaped traces on ionograms by O. A. Laryunin

“…This structure was interpreted by iterative reconstruction of the electron density profile in a one-dimensional approximation (stratified ionosphere), and the interperation was published. …”
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A Systematic Review of the Microfinance Literature: An ADO-TCM Framework Approach by Bahman Khodapanah, Mohammad Bashokouh Ajirlou, Fariba Mesri

“…This framework provides an in-depth analysis of the structure of relevant studies, encompassing predecessors, research decisions, research outcomes (ADO), utilized theories, study contexts, and research methods (TCM). …”
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The pattern of state organization in the new constitution of Lithuania: A third way between the presidential and parliamentary systems? by Andreas Hollstein

“…In this article, Andreas Hollstein refers to the Constitution of the Republic of Lithuania and, by that token, discusses the pattern of state power structure as established by it. The author focuses the analysis upon the following question: does the Constitution of the Republic of Lithuania of 1992 establish a third way between the parliamentary and presidential democracy? …”
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Sustainable Development Clauses in the International Law of the Sea by A. N. Vylegzhanin, A. M. Korzhenyak

“…The research involves methods of legal construction, legal modeling, analysis and synthesis, systematic, struc­tural-functional, formal-logical, formal-legal, histori­cal and chronological methods.  …”
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IDEOLOGI DALAM STRUKTUR TEMA-REMA DAN TRANSITIVITAS LAGU CAMPURSARI SESIDHEMAN by Kristiandi Kristiandi, Teguh Sarosa, Sumarlam Sumarlam

“…The Theme-Rheme and transitivity systems are used to describe the micro structure of the text, interpret the text, and explain the relations between interations contained in the lyric of the song as refected in the text with the social practices associated with the lyric of the song. …”
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Diffusion magnetic resonance imaging data: development of methods and tools for diagnosis and treatment of brain diseases by K. A. Urazova, G. E. Gorlachev, A. P. Chernyaev, A. V. Golanov

“…In addition to a unique ability to visualize the location of tracts in relation to intracranial pathologies, this technology allows to build and analyze complex maps of communication networks in the brain (connectomics).The review is devoted to the discussion of the physical and technical concept of diffusion weighted MRI, the key ways of its application in tumor and non-tumor processes, and problems that complicate correct interpretation of results. Since the problem of developing software for diffusion MRI data remains relevant, this review presents our own experience in developing an application as part of a project on creating effective methods for processing diffusion MRI data and modeling white matter tracts.…”
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Optimizing GNN Architectures Through Nonlinear Activation Functions for Potent Molecular Property Prediction by Areen Rasool, Jamshaid Ul Rahman, Quaid Iqbal

“…However, this task is complex and requires effective representations of molecular structures. Recently, Graph Neural Networks (GNNs) have emerged as powerful tools for this purpose, demonstrating significant potential in modeling molecular data. …”
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