A new approach to off-gas analysis for shaken bioreactors showing high CTR and RQ accuracy by Andreas Schulte, Janik Brockmann, Nina Müller, Tibor Anderlei, Jochen Büchs

“…The bypass system was combined with the established method of recurrent dynamic measurement phases, evaluating the decrease in oxygen and the increase in CO2 during stopped aeration. …”
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SOURCES OF FINANCING INDUSTRIAL COMPLEX ENTERPRISES by Anzhela Zakhitovna Namitulina, Mikhail Nikolaevich Prokofiev, Nikolay Viktorovich Vorovsky

“…Description of modern methods of creating a climate for innovation, supporting innovative ideas, and domestic entrepreneurship. …”
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Behavioral Assessment of Unilateral Spatial Neglect with the Catherine Bergego Scale (CBS) Using the Kessler Foundation Neglect Assessment Process (KF-NAP) in Patients with Subacut... by Daisuke Nishida, Katsuhiro Mizuno, Masatoshi Tahara, Shiori Shindo, Yuki Watanabe, Hiroki Ebata, Tetsuya Tsuji

“…The Kessler Foundation Neglect Assessment Process (KF-NAP) is an assessment tool for unilateral spatial neglect (USN), which is the scoring method for the Catherine Bergego Scale (CBS) based on detailed instructions. …”
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Water utilization strategy of tomato grown on east-west orientation in solar greenhouses revealed based on hydroxide isotopes by Furong Han, Lili Zhangzhong, Wengang Zheng, Jingjing Li, Kaili Shi, Yibo Wei

“…Path analysis revealed PAR as a critical determinant of ETc, with direct path coefficients of 0.866 and 0.567. …”
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Solid-pseudopapillary neoplasia of the pancreas (analysis of three cases) by V. M. Durleshter, S. R. Heinrich, D. S. Kirakosyan

“…The objective was to improve the early diagnosis efficiency of large pseudopapillary tumor of pancreas through the demonstration and analysis of three clinical cases.Methods and materials. …”
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Solar Radiation Prediction Using Decision Tree and Random Forest Models in Open-Source Software by Tucumbi Lisbeth, Guano Jefferson, Salazar-Achig Roberto, Jiménez J. Diego L.

“…The results show that the RF model has better results than the DT, with MAE and MSE values of 36.96 and 4238.77, respectively, and a determination coefficient of 0.96. The study emphasizes the importance of selecting the appropriate model based on the prediction horizon to estimate solar availability and improve solar and thermal energy system planning.…”
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Assessing the Impact of Rural Development for the Agro-Industrial Complex of the Russian Federation by N. A. Vladimirov

“…The purpose of the study is to assess the impact of the development of rural areas on the agro-industrial complex of the Russian Federation. It is necessary to determine the differentiation of Russian regions in terms of the level of development of rural areas and assess the impact of their development on the agro-industrial complex.Materials and methods. …”
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Sustainable forest management: success and challenges in Ethiopia by Rusha Begna Wakweya

“…Employing new technologies and methods, such as remote sensing and forest assessment tools, can further enhance forest management. …”
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Effectiveness of energy renovations: a reassessment based on actual consumption savings by Faidra Filippidou, Nico Nieboer, Henk Visscher

“…Using longitudinal analysis methods, from 2010 to 2014, we are able to identify the energy efficiency improvements of the stock and determine the effectiveness of different measures in terms of actual energy savings. …”
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Validity and reliability of the Iranian force plate by Sepideh Latifi, Elham Shirzad, Narges Pirmohammadi, Mojtaba Gohari

“…Pearson's correlation coefficient was employed to determine the validity of the force plate, while the internal consistency coefficient (ICC) was used to assess the force plate's reliability.Results: The study findings indicated a significant and high level of reliability between the maximum force obtained from the force plate device and manual dynamometer devices and load cell. …”
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Validity and Reliability of the Hungarian Version of the Pain Self-Efficacy Questionnaire Among Women with Endometriosis and Chronic Pelvic Pain by Zsófia Kovács-Szabó, Alexandra Makai, Pongrác Ács, Márta Hock

“…Confirmatory factor analysis was used to determine the construct validity of the PSEQ-HU, while Spearman’s rank correlation coefficient established the convergent validity using the 36-Item Short-Form Health Survey, numeric rating scale (NRS), Pain Catastrophizing Scale, and Perceived Stress Scale. …”
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Performance prediction of sintered NdFeB magnet using multi-head attention regression models by Qichao Liang, Qiang Ma, Hao Wu, Rongshun Lai, Yangyang Zhang, Ping Liu, Tao Qi

“…Data-driven machine learning methods can enhance the efficiency of material synthesis and performance optimization. …”
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ANALYSIS OF LATERAL HORIZONTAL DRILLING OVER THE HISTORY BY FORMATION UV ON THE EXAMPLE OF ONE OF THE WESTERN SIBERIA FIELDS by A. V. Zheludkov, V. F. Mishagina

“…Materials and research methods. The article presents an analysis of the obtained results of drilled horizontal sidetracks depending on their direction relative to the direction of regional stress. …”
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Managing corporate financial solvency by means of sustainable business growth model by N. A. Lvova

“…The paper aims to adapt the model of sustainable business growth to the tasks of corporate financial solvency management.Materials and methods. The research methodology appealed to classical perspective on sustainable business growth.Results and discussion. …”
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RATIONAL THERAPY OF OSTEOARTHRITIS IN OUTPATIENT CONDITIONS by E. E. Savelova, O. Yu. Maiko

“…To evaluate in the comparative aspect of the symptomatic effectiveness of therapy chondroitin sulfate and it’s combination with glucosamine hydrochloride in patients with osteoarthritis in outpatient conditions and determine the most rational scheme of the treatment.Materials and methods. 65 patients with osteoarthritis of the knee and hip joints, of which 35 were chondroitin sulfate and 30 – chondroitin sulfate in combination with glucosamine hydrochloride according to the scheme in the course of 3 months. …”
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Influence of Community Participation on the Sustainability of Public Health Service Innovation in Makassar City by Haerana Haerana, Fatmawati Fatmawati, Burhanuddin Burhanuddin, Fatmawada Sudarman

“…While the magnitude of the coefficient of determination (adjusted R2) = 0.695, meaning that the community participation variable affects the innovation sustainability variable by 69.5%, the remaining 30.5% is influenced by other variables not included in this research model.…”
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Prediction and Analysis of Saltwater Intrusion in Pearl River Estuary Based on Machine Learning by DU Boheng, ZHANG Jingwen, KANG Zheng, CHEN Yifan, HUANG Hanliang, LIN Kairong, XIAO Mingzhong

“…This study aims to further investigate the influence of various factors, including estuary tide level, wind direction and speed, and upstream water flow, on the saltwater intrusion (chlorinity in the estuary) in the Pearl River estuary, providing scientific support for improving water supply security in coastal cities. The study determines the lag time of different influencing factors on saltwater intrusion through correlation coefficients and constructs prediction models for the chloride content at the estuaries of the Guangchang and Pinggang water pumping stations based on various machine learning methods to analyze the saltwater intrusion in the Modaomen waterway of the Pearl River estuary. …”
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PM10 AIR POLLUTION IN MASHAD CITY USING ARTIFICIAL NEURAL NETWORK AND MAKOV CHAIN MODEL

“…The best MLP artificial neural network model predicted the amount of pollutant particles with a coefficient of determination (R2) 0.88, index of agreement of  0.91 and a mean square error of  2.26. …”
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Soybean Saponin Content Detection Based on Spectral and Image Information Combination by Hongmin Sun, Xifan Meng, Yingpeng Han, Xiao Li, Xiaoming Li, Yongguang Li

“…Finally, image information was combined into spectral data to improve model accuracy. The prediction coefficient of determination (R2) of the final model reached 0.9216. …”
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Tribo-synergism in titanium complex grease using micro and nano particles. by Ming Niu, Yunbo Gao, Xinyu Wang, Zhenghu Liu

“…The CCD-MATLAB framework addressed sampling limitations of prior orthogonal methods, enabling optimization beyond discrete testing points. …”
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