Evaluation of Bunsen Reaction Kinetics in Iodine-sulfur Thermochemical Process for Hydrogen Production by Nafees Ahmed Vakil, Shriniwas A Rao

“…Bunsen reaction is the first reaction. Kinetic rate data of Bunsen reaction is essential for design and scale up of I-S process. …”
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A Predictive Model of the Photosynthetic Rate of Chili Peppers Using Support Vector Regression and Environmental Multi-Factor Analysis by Bin Li, Bo Qiao, Qianyu Zhao, Dan Yang, Rongcheng Zhu, Zhexuan Wang, Yujie Yang

“…Light intensity, CO₂ concentration, and temperature are three primary environmental factors with high temporal variability, nonlinearity, and strong coupling, which directly influence the photosynthetic rate of plants. To investigate the combined influence of these factors on the photosynthetic rate of chili pepper plants, a predictive model was developed for their net photosynthetic rate (Pn) during the peak fruiting period. …”
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Objectification of the method for glomerular filtration rate assessing in patients with diffuse large B-cell lymphoma during induction immunochemotherapy by A. S. Nozdricheva, I. B. Lysenko, N. K. Guskova, N. V. Nikolaeva, Ya. S. Gaysultanova, S. N. Dimitriadi, O. G. Ishonina

“…To study the glomerular filtration rate (GFR) dynamics calculated by creatinine and cystatin C during induction immunochemotherapy in patients with newly diagnosed diffuse large B-cell lymphoma in order to objectify the method for estimation.Materials and methods. …”
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Sequence-to-pattern analysis for predicting buying decisions on imbalanced clickstream data by Nur Adlina Marini Binti Amir Suharman, Amy Hui-Lan Lim, Hui-Ngo Goh

“…The analysis iterated between data preprocessing and exploratory data analysis (EDA) before predictive modeling. …”
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Approaches to setting weights in composite indicators of sports development: the case of the Football Development Index by I. V. Solntsev, N. A. Osokin

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A big data analysis algorithm for massive sensor medical images by Sarah A. Alzakari, Nuha Alruwais, Shaymaa Sorour, Shouki A. Ebad, Asma Abbas Hassan Elnour, Ahmed Sayed

“…We transfer the data, take care of missing values, and sanitize it using the pre-processing mechanism. …”
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Nonlinear characteristics and prediction of gas and temperature in coal spontaneous combustion oxidation process by Ping ZHAN, Changkui LEI, Renhui CHENG

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Portfolio Strategy of Financial Market with Regime Switching Driven by Geometric Lévy Process by Liuwei Zhou, Zhijie Wang

“…A new and general Black-Scholes (B-S) model is set up, in which the interest rate of the bond, the rate of return, and the volatility of the stocks vary as the market states switching and the stock prices are driven by geometric Lévy process. …”
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Kinetic Modelling of Methanol to Propylene Process on Cerium-hierarchical SAPO-34 Catalyst by masoumeh ghalbi-ahangary, Ali Taheri Najafabadi, Parviz Rashidi-Ranjbar, Zahra Taheri

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Investigation of Magnetized Casson Nanofluid Flow along Wedge: Gaussian Process Regression by M. Shanmugapriya, R. Sundareswaran, S. Gopi Krishna, Abdu Alameri

“…With the help of the numerical shooting method together with Runge–Kutta–Fehlberg fourth-fifth-order (RKF-45) reference data, the GPR model is trained. The numerical simulation illustrated that the Casson fluid parameter β and the unsteadiness parameter S strengthen the friction factor, and the heat transfer rate is enhanced as the radiation parameter Rd becomes larger. …”
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Anomaly Detection in Nuclear Power Production Based on Neural Normal Stochastic Process by Linyu Liu, Shiqiao Liu, Shuan He, Kui Xu, Yang Lan, Huajian Fang

“…To address this issue, we propose an anomaly detection method for nuclear power data: Neural Normal Stochastic Process (NNSP). This method does not require imputing missing sensor data. …”
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USE OF TRIANGULAR MODELS OF NON-STATIONARY PROCESSES IN MODELING VARIABILITY OF HEART RHYTHM by Olena Akhiiezer, Olha Dunaievska, Mykhailo Shyshkin, Olha Butova, Anton Rohovyi

“…This research was the basis for the development of a Matlab model that implements the proposed method for analyzing heart rate variability. Tasks are: to give a description of the variability heart rate as a non-stationary process in Hilbert space in terms of correlation functions; to research the possibility of constructing a correlation and spectral theory of a non-stationary process using triangular models; to synthesize the mathematical model of nonstationary process on the basis of correlation theory for solving mathematical processing and forecasting tasks on the basis of ECG data. …”
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Employing Hybrid sub-Nyquist Sampling Rates to Support Heterogeneous Services of Varying Capacity in 25-Gbps DDM-OFDM-PON by Jhih-Hao Hsu, Min Yu, Chia-Chien Wei, Chi-Hsiang Lin, Chun-Ting Lin, Fumin Liu, Lei Zhou, LiMing Fang

“…A loss budget of 26 dB was experimentally achieved using all sub-Nyquist sampling rates after employing the modified preprocessing.…”
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Features of the epidemic process and epidemic risks of COVID-19 in the subjects of the Northern Caucasus by V. V. Makhova, O. V. Maletskaya, A. N. Kulichenko

“…As of 01.12.2021, the incidence of COVID-19 in the Caucasus was lower than the Russian average (3890.0 and 65921.8 per 100 thousand population), and the mortality rate was higher (4.8 and 1.9%, respectively). The dynamics of the epidemic process as a whole repeated the situation in the Russian Federation, but with a delay of each phase by 2–3 weeks and had 4 periods of rising morbidity (waves), with the exception of the Stavropol Territory, the Republics of Adygea and Ingushetia, where three waves of morbidity were observed. …”
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Content of health related shaping training methodic for girls in the process of physical education by A.A. Skidan, S.V. Sevdalev, E.P. Vrublewskiy

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Partial Derivative Estimation for Underlying Functional-Valued Process in a Unified Framework by Yunbei Ma, Fanyin Zhou, Xuan Luo

“…We propose a novel approach based on estimating derivatives of eigenfunctions of marginal kernels to obtain a representation for functional-valued process and its partial derivatives in a unified framework in which the number of locations and number of observations at each location for each individual can be any rate relative to the sample size. …”
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Exploring relative instances of exposure in equilibrium of migration processes based on population characteristics by László Pitlik, Péter Kollár, Zsolt Fülöp, Imre Madarász

“…The necessary data asset (a kind of Big Data) is given by OECD/EUROSTAT, for example The questions and data assets are well-known. …”
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Heartbeat information prediction based on transformer model using millimetre‐wave radar by Bojun Hu, Biao Jin, Hao Xue, Zhenkai Zhang, Zhaoyang Xu, Xiaohua Zhu

“…Firstly, the millimetre‐wave radar was used to collect the heartbeat data and conduct normalisation processing. Secondly, a position coding was introduced to assign sine or cosine variables to input data and extract their relative position relationship. …”
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Hydraulic Simulation of Rainfall-Runoff Process in Kamanaj Watershed Using Diffusive Model by Sabereh Darbandi

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The efficacy and safety of the training process in sumo through autogenic training for professional wrestlers by Yuliya Holenkova, Leonid Vostroknutov, Pavol Bartik

“…For the analysis and visualization of the obtained data it was used the integrated development environment PyCharm Community Edition. …”
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