Fitting method of concrete damage Poisson’s ratio model based on Kolmogorov-Arnold network by Yu Yang, Jiahui Xu, Qiangbing Zhou, Shichao Kong, Keyi Lin

“…This study proposes a combination of the Kolmogorov-Arnold Network (KAN), which can fit complex nonlinear relationships with high precision, and the Finite Element Method (FEM) to address this challenge. …”
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Adapting the Competences of the Employed Personnel in the Context of the Integration of Artificial Intelligence in Organizations by Ioana Maria Popescu (Iacobescu), Iuliana Zavatin (Chilea), Daniela-Ioana Manea, Rodica Pamfilie, Alexandru Jurconi

“…The most significant risks identified, as a result of the integration of AI in organisations, are the alteration of interpersonal communication and staff restructuring, and the greatest opportunity is the decrease in the time allocated for the performance of certain tasks, reflected in the increase in the efficiency of the organisation. …”
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Independence of the dynamic grid of finite elements for the calculation of the aerodynamic resistance of linehaul trains by D.B. Beherskyi, I.V. Vitiuk, O.A. Levkivskyi, O.O. Bahinskyi, A.O. Koval

“…The dynamic grid was chosen because it allows changing the grid structure during simulation, which is important for accurately reflecting complex aerodynamic processes, such as turbulent flows and variable shocks on surfaces. …”
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Harmonizing the past: EEG-based brain network unveil modality-specific mechanisms of nostalgia by Hu Shuxiang, Hu Shuxiang, Liu Ying, Liu Ying, Yue Qizong, Yue Qizong, Zhao Huan, Zhao Huan, Zheng Maoping, Zheng Maoping

“…IntroductionNostalgia is a complex emotional experience involving fond memories of the past and mild sadness, characterized by positive emotions associated with reflecting on previous events. …”
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Research on IoT network performance prediction model of power grid warehouse based on nonlinear GA-BP neural network by Pang Lele, Xia Bo, Cheng Zhanfeng, Ren Zhiqiang, Shen Hao, Li Pengfei

“…To ensure the model’s applicability across various scenarios, the study verifies its scalability and robustness, proving its suitability for IoT systems in power grid warehouses of differing scales and complexities. This comprehensive verification, establish a grid warehouse model that accurately reflects the actual operation logic, and provide decision support for material management and allocation content.…”
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Silicon-induced photosynthetic adaptations in common buckwheat under salt stress revealed by prompt chlorophyll a fluorescence analysis by Md. Rakib Hossain Raihan, Michal Antala, Marcin Stróżecki, Md. Intesaful Haque, Mirza Hasanuzzaman, Radosław Juszczak, Anshu Rastogi

“…Salt stress significantly altered the chlorophyll a fluorescence transient (OJIP) curve, disrupting energy flow and electron transport in photosystem II (PSII), as reflected in the O-J, J-I, and I-P phases, along with the emergence of a positive K-band indicating damage to the oxygen-evolving complex (OEC). …”
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Exploring the Cooling Effects of Urban Wetlands in Colombo City, Sri Lanka by Darshana Athukorala, Yuji Murayama, N. S. K. Herath, C. M. Madduma Bandara, Rajeev Kumar Singh, S. L. J. Fernando

“…The threshold value of efficiency (TVoE) of urban wetlands in Colombo was 1.42 ha. …”
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Relational model of public-private partnership in railway transport by N. F. Sirina, V. P. Pershin

“…The results obtained are integrated into the software complex for innovative development of facilities and are tuned for transformation, effective use of the potential of partners, investors, performers and industry enterprises.…”
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Study on relationship between shrinkage and transformation of resource-based cities in China by YANG He, XUE Dongqian, SONG Yongyong

“…Shrinkage was mainly reflected in the population dimension, while transformation was most evident in the industrial and innovation dimensions. …”
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Real-Time Forest Fire Detection with Lightweight CNN Using Hierarchical Multi-Task Knowledge Distillation by Ismail El-Madafri, Marta Peña, Noelia Olmedo-Torre

“…The dataset comprised primary classes (fire vs. non-fire) and detailed subclasses that account for confounding elements such as smoke, fog, and reflections. The novelty of this approach lies in leveraging knowledge distillation to transfer the deeper insights learned by the DenseNet201 teacher model—specifically, the auxiliary task of recognizing the confounding elements responsible for false positives—into a lightweight student model, enabling it to achieve a similar robustness without the need for complex architectures. …”
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Healthcare Futures: Opportunities, Challenges and Risks in a Blockchain-Driven Environment by Robert Goldberg, Peter J. Pitts, Jennifer Hinkel

“…By leveraging smart contracts, which automate transactions and ensure trust through pre-defined algorithms, the platform offers a seamless and secure environment for managing complex healthcare data and financial instruments. …”
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Creative tourism as a zone of entrepreneurship and innovation in management by Yulia L. Rybakova, Olga V. Karpova, Igor L. Kaverzin

“…The article formulates criteria for assessing the effectiveness, efficiency and potential of projects in the field of creative tourism, and discusses a number of cases reflecting the specific features of the implementation of the creative tourism concept in Russia (Kolomenskaya Pastila, Kolomna; New Tourist Geography, New Culture of Souvenirs, St. …”
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Cognitive Model of Electronic Learning Trajectories Based on Digital Footprint by T M. Shamsutdinova

“…At the same time, components of digital footprint are distinguished as technical, technological, personality-psychological, behavioral, active, competent, communicative, and reflective. The concept of the cognitive model structure of a learner is also given, which includes personal experience and competence, cognitive abilities, socially-determined and biopsychic characteristics, the ability to reflect, and technical equipment. …”
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The Validity of Cryptocurrency Transactions and the Analysis of Associated Disputes by Hossein Qahari, Javad Hosseinzadeh

“…But we cannot use cryptocurrency as the price of the transaction, and fiat money should be given instead. 1. Introduction The complex economic relations in the current era increasingly demand the provision of efficient, rational, and comprehensive legal norms. …”
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Quality balanced scorecard for the outpatient clinic by O. A. Latukha, I. M. Son, Yu. I. Bravve, A. V. Kalinichenko, E. A. Pushkareva, K. S. Tolstova

“…Patients were interviewed and quality criteria important for the patients' parents were determined. The complexity, multi-stage nature and short time frame for providing medical services determined the criteria for the economic efficiency. …”
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A Hybrid Machine Learning Approach: Analyzing Energy Potential and Designing Solar Fault Detection for an AIoT-Based Solar–Hydrogen System in a University Setting by Salaki Reynaldo Joshua, An Na Yeon, Sanguk Park, Kihyeon Kwon

“…This indicates that ResNet-50 is more adept at detecting and classifying complex faults in solar panels, although further refinement is needed to reduce error rates. …”
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Synergetic Enhancement of the Photocatalytic Activity of TiO2 with Visible Light by Sensitization Using a Novel Push-Pull Zinc Phthalocyanine by A. Luna-Flores, M. A. Valenzuela, J. A. Luna-López, A. D. Hernández de la Luz, L. C. Muñoz-Arenas, M. Méndez-Hernández, J. L. Sosa-Sánchez

“…The hybrid photocatalyst was characterized by UV-Vis diffuse reflectance (DRS) and Fourier transform infrared spectroscopy (FT-IR) and its photocatalytic activity was compared with that of the individual components considering the effects of sensitization on their efficiency to degrade Rhodamine B as a model reaction. …”
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The Transcriptomic Signature of Donkey Ovarian Tissue Revealed by Cross-Species Comparative Analysis at Single-Cell Resolution by Yu Tian, Yilin Niu, Xinhao Zhang, Tao Wang, Zhe Tian, Xiaoyuan Zhang, Jiachen Guo, Wei Ge, Shuqin Liu, Yujiang Sun, Jianjun Li, Wei Shen, Junjie Wang, Teng Zhang

“…However, their reproductive efficiency remains suboptimal compared with other livestock. …”
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State of Health Estimation for Lithium-Ion Batteries Based on TCN-RVM by Yu Zhao, Yonghong Xu, Yidi Wei, Liang Tong, Yiyang Li, Minghui Gong, Hongguang Zhang, Baoying Peng, Yinlian Yan

“…The dilated causal convolution of TCN is used to extract temporal local features of health factors, addressing the insufficient capture of long-range dependencies in traditional models; meanwhile, the Bayesian inference framework of RVM is integrated to enhance the nonlinear mapping capability and small-sample generalization, avoiding the overfitting tendency of complex models. Experimental validation is conducted using the lithium-ion battery dataset from the University of Maryland. …”
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Physical–Mathematical Modeling and Simulations for a Feasible Oscillating Water Column Plant by Fabio Caldarola, Manuela Carini, Alessandro Costarella, Gioia De Raffele, Mario Maiolo

“…Certain inclinations revealed increased turbulence and notable interference with waves reflected from the chamber bottom which determined an unexpected drop in efficiency. …”
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