Deep learning approach to the estimation of the ratio of reproductive modes in a partially clonal population by T. A. Nikolaeva, A. A. Poroshina, D. Yu. Sherbakov

“…Genetic diversity among biological entities, including populations, species, and communities, serves as a fundamental source of information for understanding their structure and functioning. …”
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Interdisciplinary medical education practices: building a case-driven interdisciplinary simulation system based on public datasets by Kangli Qiu, Tianshu Zeng, Wenfang Xia, Miaomiao Peng, Wen Kong

“…Conclusion The “Data-case-simulation” trinity practice teaching model enables students to utilize open-source datasets for case analysis, employing clinical index modeling and statistical thinking. …”
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A probabilistic approach for building disease phenotypes across electronic health records by David Vidmar, Jessica De Freitas, Will Thompson, John M. Pfeifer, Brandon K. Fornwalt, Noah Zimmerman, Riccardo Miotto, Ruijun Chen

“…In this paper, we develop multiple heuristic “labeling functions’’ (LFs) for 4 diseases across de-identified EHR data and aggregate their votes through a majority vote approach (MV), a popular open-source approach (Snorkel OSS), and our proposed probabilistic approach (LEVI). …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…On 22 benchmark datasets, DeepMol obtained competitive pipelines compared with those requiring time-consuming feature engineering, model design and selection processes. As one of the first AutoML tools specifically developed for the computational chemistry domain, DeepMol stands out with its open-source code, in-depth tutorials, detailed documentation, and examples of real-world applications, all available at https://github.com/BioSystemsUM/DeepMol and https://deepmol.readthedocs.io/en/latest/ . …”
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Molecular cytological analysis of alien introgressions in common wheat lines created by crossing of <i>Triticum aestivum</i> with <i>T. dicoccoides</i> and <i>T. dicoccum</i> by О. A. Orlovskaya, I. N. Leonova, L. A. Solovey, N. I. Dubovets

“…Wild and domesticated emmer (ВВАА, 2n = 28) are of significant interest for expanding the genetic diversity of common wheat as sources of a high protein and microelement grain content, resistance to many biotic and abiotic factors. …”
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Technical stakeholders' perspective of solar photovoltaic system failure in Sub-Saharan Africa: The case of Ghana by Jacob Junior Owusu, Edmund C. Okoroigwe, Chigbo A. Mgbemene, Gabriel Takyi, Onyemaechi Valentine Ekechukwu

“…Alternative electricity-generation fossil-fuel sources are prohibitive. Solar energy photovoltaic systems have great potential in bridging the energy gap in electricity off-grid locations in sub-Saharan Africa and contribute to the region’s energy portfolio at utility and/or domestic levels. …”
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Stacked ensemble model for accurate crop yield prediction using machine learning techniques by Ramesh V, Kumaresan P

“…Historically, such predictions have utilized diverse data sources, including agricultural, land, climatic, atmospheric, and other pertinent information. …”
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Atrial Fibrillation: the Association with Physical Activity and the Effects of Cardiac Rehabilitation by M. G. Bubnova, D. M. Aronov

“…Data of 52 Russian and foreign scientific sources published in 1998- 2020 were presented. In our study, 48 patients with paroxysmal AF after radiofrequency ablation (RFA) were randomly assigned to a physical rehabilitation/standard therapy or control (standard therapy) group. …”
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Algorithmic Support of Adaptive Automatic Control Systems with Data Compression by V. V. Alekseev, E. M. Antonyuk, I. E. Varshavskiy

“…The exponential growth of measurement information caused by ongoing complication of technical and production facilities necessitates the development of improved or brand new information and measurement systems, including those performing adaptive automatic control functions. Automatic criteria-based selection and reduction of measurement information continuously supplied by multi-parameter sources characterizing the objects under study require algorithms ensuring reconfiguration of automatic control systems during operation. …”
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Modern Concepts of Clinical and Diagnostic Criteria for Premature Ovarian Failure (Literature Review) by M. D. Salimova, Ya. G. Nadelyaeva, I. N. Danusevich

“…An information search was carried out using Internet resources (PubMed, Web of Science, eLibrary.Ru), literary sources for the period 2015–2019 were analyzed. As a result of the analysis of the literature data, a step-by-step diagnosis of pathology was described, the main shortcomings of the main marker for assessing ovarian function – folliclestimulating hormone – were identified and listed. …”
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ANALYZING THE TECHNICAL EFFICIENCY OF FARMERS GROWING DIFFERENT CROPS IN DISTRICT MANSEHRA, PAKISTAN by Tayyba RIAZ, Arif ALAM, Adeel Jalal MALIK, FARIDULLAH

“…While, average technical efficiency of the selected crops i.e potato, onion and tomato was estimated79%, 74%, and 69%, respectively, indicating space for improvement in efficiency by 21%, 26%, and 31% by effective usage of available resources. …”
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Quod licet bovi, convenit Iovi: multifunctionality of a bibliographic database by Zlata Dimec

“…Four basic user tasks are defined: find, identify, select and obtain, irrelevant of the particular function the database should provide. …”
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Comparison of Two System Identification Approaches for a Four-Wheel Differential Robot Based on Velocity Command Execution by Diego Guffanti, Moisés Filiberto Mora Murillo, Marco Alejandro Hinojosa, Santiago Bustamante Sanchez, Javier Oswaldo Obregón Gutiérrez, Nelson Gutiérrez, Miguel Sánchez

“…These results demonstrate the relationship between model complexity and accuracy and suggest that the motor-specific model is more appropriate for applications requiring precise mapping or localization, such as SLAM, while the simplified model may be suitable for simpler use cases with lower computational requirements, such as embedded systems with limited resources. This paper provides a practical evaluation of the accuracy and computational performance of two modeling approaches, highlighting the implications of model selection for the design of navigation tasks.…”
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Bird response to intercropping switchgrass within a loblolly pine plantation by Craig Marshall, Samuel K. Riffell, Darren A. Miller, JoVonn G. Hill, Kristine O. Evans, Scott A. Rush

“…ABSTRACT Global interest in alternative, renewable energy sources has led to the development of novel land‐use practices and techniques aimed at maximizing energy production while also minimizing environmental, economic, and societal costs. …”
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Rescheduling of Multi-Scenario and Multi-Objective Dynamic Changes of Ship Group Construction by ZHANG Aoyuan, HU Xiaofeng, ZHANG Yahui

“…First, the objective function is selected based on different production stage and abnormal disturbance, and a mathematical model is then developed, incorporating site constraints, task precedence constraints, and human resource constraints. …”
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Key technologies of efficient extraction of coalbed methane (gas) in Guizhou coal mine area by Wang YI, Longjun LIANG, Lichong YAN, Zhihua YAN, Jie CHEN, Wei GAO, Yi LOU, Fuqin YANG, Haiyang HU, Jiawei ZHU

“…It innovated and explored the following high efficiency extraction technology of “four zones” linked Wells in coal mining areas with Guizhou characteristics: ① By laying multi-functional pumping vertical Wells or small inclination oriented Wells in the goaf, it was the first time in Guizhou to realize efficient extraction and development of pressure relief gas in the overlying coal-covered strata and coal-bed methane in the sweet coal seam below the goaf; ② Taking advantage of the characteristics of spatial and temporal dislocation in the production area, the multi-mode extraction mode of “coalbed methane well + relief well + underground drilling” is adopted for the first coal seam mined in the upper protective layer, which realizes the purpose of the upper and lower vertical combined extraction of coalbed methane (gas) Wells and effectively solves the problem of multi-source gas flooding into coal mining roadway and gas accumulation in the upper corner during coal mining under the condition of coal seam group development in Guizhou; ③ In the preparation area and planning area, combined with the terrain and geological characteristics of the two areas, the horizontal well “well factory” + “two pairs of right and wrong” overlapping well layout mode is adopted to realize the efficient extraction of coal bed methane in the plane in advance and pre-pumping of the sweet coal seam and the pressure relief gas in the overlying coal-laden rock in the subsequent mining process, and at the same time to achieve the goal of “replacing the roadway with Wells”; ④ In view of the development of multi-thin coal seam groups in the study area and the development characteristics of “three zones” in the overlying strata after mining, due to the continuous change of the role of “four zones”, the surface coalbed methane Wells are initially deployed in the production area or preparation area, and the “bridge plug bottom sealing + layer selection perforation” technology is adopted to innovate the “transformation” technology of well structure to achieve the purpose of “multi-purpose in one well”; It also provides new technical ideas and accumulated valuable engineering experience for gas management in coal mine area under the condition of multi-thin coal seam group development in Guizhou.…”
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Numerical Simulation of a Two-Dimensional Groundwater Pollute Transport Problem Using Incompressible Steady-State Navier-Stokes Equations and Diffusion-Convection Equations by Jacob Nyende, Isaac Enyogoi, John Mango, Henry Kasumba

“…Therefore, it is usually difficult to find a solution analytically, so we use the approximate method to generate an approximate function. One answer to this problem is the finite element approach (FEM). …”
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Prediction for Various Drought Classes Using Spatiotemporal Categorical Sequences by Rizwan Niaz, Mohammed M. A. Almazah, Xiang Zhang, Ijaz Hussain, Muhammad Faisal

“…The MBCSTCS uses the functional structure of first-order Markov model components for modeling each data group. …”
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The engineering toolbox of Parageobacillus thermoglucosidasius by Marie Millgaard, Belinda Escher, Ivan Pogrebnyakov, Alex Toftgaard Nielsen

“…Here, vectors were categorised either as replicative vectors intended for gene expression, or integrative vectors intended for genomic engineering. The functionality of each vector was described, and their contributions to the progress of molecular tools available for P. thermoglucosidasius were evaluated. …”
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DRIFTING TO SOCIALLY-ORIENTED ECONOMY AND SUSTAINABLE DEVELOPMENT OF THE RUSSIAN ARCTIC: THE INPUT OF TECHNOLOGICAL MODERNIZATION by B. N. Porfiryev, V. N. Leksin

“…Implementation of this policy should be preceded by the exhaustive inventory (survey) of the technical condition of each and every industrial, civil engineering and social infrastructure facility to reveal critical elements (areas) of technological obsoleteness and deterioration and provide assessment of the amount and sources of the resources necessary for the early (urgent) phase of technological modernization. …”
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