Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

“…The Yalong River Basin, characterized by complex hydrological processes and diverse climatic influences, serves as the case study for model validation. …”
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Deep Learning Shield Attitude Prediction Model Based on Grey Correlation Analysis by Ke MAN, Zongxu LIU, Yan SHANG, Zhifei SONG, Xiaoli LIU, Bao SU

“…The DWT–LSTM–SVR stacking ensemble prediction model was obtained by optimally weighting the processed data after prediction by two single models separately. …”
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Classification of Individuals With COVID-19 and Post–COVID-19 Condition and Healthy Controls Using Heart Rate Variability: Machine Learning Study With a Near–Real-Time Monitoring C... by Carlos Alberto Sanches, Andre Felipe Henriques Librantz, Luciana Maria Malosá Sampaio, Peterson Adriano Belan

“…Classification models were developed using supervised machine learning algorithms (decision tree, support vector machines, k-nearest neighbor, and neural networks) and evaluated through cross-validation. …”
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Using multiple representations to improve student understanding of quantum states by Emily Marshman, Alexandru Maries, Chandralekha Singh

“…One hallmark of expertise in physics is the ability to translate between different representations of knowledge and use the representations that make the problem-solving process easier. In quantum mechanics, students learn about several ways to represent quantum states, e.g., as state vectors in Dirac notation and as wave functions in position and momentum representation. …”
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Application of Teager Energy Operator on Linear and Mel Scales for Whispered Speech Recognition by Branko R MARKOVIĆ, Jovan GALIĆ, Miomir MIJIĆ

“…A speaker dependent scenario is used. For the recognition process, Dynamic Time Warping and Hidden Markov Models methods are applied. …”
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Evaluating the impact of waste marble on the compressive strength of traditional concrete using machine learning by Kennedy C. Onyelowe, Viroon Kamchoom, Ahmed M. Ebid, Shadi Hanandeh, Susana Monserrat Zurita Polo, Rolando Fabián Zabala Vizuete, Rodney Orlando Santillán Murillo, Rolando Marcel Torres Castillo, Siva Avudaiappan

“…Abstract Waste marble, an industrial byproduct generated from marble cutting and polishing processes, can be effectively utilized as a partial replacement in concrete mixtures. …”
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Data of vegetation structure metrics retrieved from airborne laser scanning surveys for European demonstration sitesZenodo by W. Daniel Kissling, Wessel Mulder, Jinhu Wang, Yifang Shi

“…The 35 rasterized LiDAR metrics (GeoTIFF files, 10 m resolution) from all sites, including Comino, as well as the corresponding site boundary shapefiles (geospatial vector format), are provided in a Zenodo repository. …”
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Introduction to Thermal Field Theory: From First Principles to Applications by Alberto Salvio

“…The second part is dedicated to the computation of thermal Green’s function for scalars, vectors, and fermions with path-integral methods. …”
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PUBLIC SECTOR CONCEPTUALIZATION OF ECONOMY IN SYSTEM OF ECONOMIC AND THEORETICAL KNOWLEDGE by Y. Hirnyk

“…The paper investigates process of establishing the structure of the phenomenon of the public sector and its interaction with the challenges of the modern world and the global economy. …”
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Antioptimisation of Trusses Using Two-Level Population-Based Incremental Learning by Phinit Tontragunrat, Sujin Bureerat

“…The numerical results show that the concept of using PBIL probability vectors for handling the antioptimisation of truss is powerful and effective. …”
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Secure Biometric Identification Using Orca Predators Algorithm With Deep Learning: Retinal Iris Image Analysis by Louai A. Maghrabi, Mohammed Altwijri, Sami Saeed Binyamin, Fouad Shoie Alallah, Diaa Hamed, Mahmoud Ragab

“…Besides, the SBRIC-OPADL technique exploits the EfficientNet model for the extraction of feature vectors. Moreover, the hyperparameter tuning process of the EfficientNet model takes place using OPA. …”
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Pedagogical management in the digital educational environment: Theoretical aspect by S. S. Kulikova, O. V. Yakovleva

“…The features and nature of pedagogical management in digital educational environment were determined, its structural components were highlighted: motivational-target, information-content, organisational-activity and control-evaluative. The vectors of strengthening the professional training of specialists in the field of education were determined.Scientific novelty. …”
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DeepAT: A Deep Learning Wheat Phenotype Prediction Model Based on Genotype Data by Jiale Li, Zikang He, Guomin Zhou, Shen Yan, Jianhua Zhang

“…This method can predict wheat yield based on genotype data and has innovations in the following four aspects: (1) The data feature extraction layer of DeepAT can extract representative feature vectors from high-dimensional SNP data. By introducing the ReLU activation function, it enhances the model’s ability to express nonlinear features and accelerates the model’s convergence speed; (2) DeepAT can handle high-dimensional and complex genotype data while retaining as much useful information as possible; (3) The feature relationship capture layer of DeepAT effectively captures the complex relationships between features from low-dimensional features through a self-attention mechanism; (4) Compared to traditional RNN structures, the model training process is more efficient and stable. …”
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Vertical Integration on Russian Metallurgical Market: Preconditions and Consequences by E. A. Braiko

“…The article analyzes the process of building metallurgical industry in Russia, key landmarks of its formation, which led to its current standing as vertically integrated companies. …”
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TEACHER'S PROFESSIONAL DEVELOPMENT: PSYCHOLOGICAL MECHANISMS AND DETERMINANTS by E. V. Yezhak

“…The obtained data are typed. The reference vectors of the development of the teaching subject are determined. …”
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Identifying daily life vulnerability and regional homeostasis: verbalising homeostasis landscape in regional policy for disaster areas of Tohoku, Japan by Setsuko Onoda

“…If we view vulnerabilities as part of the regional complementary process, they can serve as multi-faceted political vectors for reform. …”
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The Surface Water and Ocean Topography Mission (SWOT) Prior Lake Database (PLD): Lake Mask and Operational Auxiliaries by Jida Wang, Claire Pottier, Cécile Cazals, Marjorie Battude, Yongwei Sheng, Chunqiao Song, Md Safat Sikder, Xiao Yang, Linghong Ke, Manon Delhoume, Marielle Gosset, Rafael Reis Alencar Oliveira, Manuela Grippa, Félix Girard, George H. Allen, Xiangtao Xu, Xiaolin Zhu, Sylvain Biancamaria, Laurence C. Smith, Jean‐François Crétaux, Tamlin M. Pavelsky

“…The PLD will be recursively improved throughout the mission lifetime and serves as a critical framework for organizing, processing, and interpreting SWOT observations over lacustrine environments with fundamental significance to lake system science.…”
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Advancing Grapevine Disease Detection Through Airborne Imaging: A Pilot Study in Emilia-Romagna (Italy) by Virginia Strati, Matteo Albéri, Alessio Barbagli, Stefano Boncompagni, Luca Casoli, Enrico Chiarelli, Ruggero Colla, Tommaso Colonna, Nedime Irem Elek, Gabriele Galli, Fabio Gallorini, Enrico Guastaldi, Ghulam Hasnain, Nicola Lopane, Andrea Maino, Fabio Mantovani, Filippo Mantovani, Gian Lorenzo Mazzoli, Federica Migliorini, Dario Petrone, Silvio Pierini, Kassandra Giulia Cristina Raptis, Rocchina Tiso

“…This pattern, confirmed by spatial autocorrelation and non-parametric tests, likely reflects increased vector activity and environmental stress at the vineyard margins. …”
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Potential effect of Wolbachia on virus restriction in the spider mite T. truncatus by Lucas Yago Melo Ferreira, João Pedro Nunes Santos, David Gabriel do Nascimento Souza, Lixsy Celeste Bernardez Orellana, Sabrina Ferreira de Santana, Anderson Gonçalves Sousa, Paula Luize Camargos Fonseca, Amanda Gabrielly Santana Silva, Vinicius Castro Santos, Isaque João da Silva de Faria, Roenick Proveti Olmo, Luis Gustavo Carvalho Pacheco, Marcio Gilberto Cardoso Costa, Carlos Priminho Pirovani, Anibal Ramadan Oliveira, Eric Roberto Guimarães Rocha Aguiar

“…The mite T. truncatus is a significant agricultural pest and may serve as a potential vector for viral transmission. However, the virome of T. truncatus remains understudied. …”
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RIEDEL MEGASHEARS R' AND THE TREND TO GRAVITATIONAL EQUILIBRIUM AS MAIN FACTORS OF TSUNAMIGENIC EARTHQUAKES by M. A. Goncharov, E. A. Rogozhin, N. S. Frolova, P. N. Rozhin, V. S. Zakharov

“…We assumed that nature cannot be ‘tolerant’ for a long time, and found an opposite natural reaction (mainly in the case of the Tohoku earthquake in Japan on March 11, 2011) – subsidense of the Earth surface segment adjacent to the island arc and uplift of the surface segment adjacent to the trench, accompanied by horizontal movement of the material from the arc towards the trench (Figs. 47–54, and 58). This process has a trend of declining relief contrast between the arc and the trough and inversion of the sign of gravity anomalies (Figs. 44–46). …”
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