Improving Deep Learning Forecasting Model Based on LSTM for Türkiye’s Hydro-Electricity Generation by Mehmet Bulut

“…The performance of the model was found to be a high-accuracy model within acceptable limits and with a correlation value of R2 0.9035 to be very close to reality. The results obtained from this study have shown that deep learning models developed based on many years of production data give successful results in hydroelectric production prediction and can be used as a basis for electricity production planning.…”
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THE ROLE OF ARTIFICIAL INTELIGENCE IN DEVELOPING COMMUNICATION SKILLS IN BUSINESS ENGLISH COURSES by Cristina-Laura ABRUDAN, Ioana-Claudia HOREA

“…Digitalisation and virtualisation have both brought along a reality where individuals and societies, on the whole, have to face a lot of communication challenges. …”
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Political Science in The Age of Resentment by D. B. Kazarinova

“…This balance provides a single epistemological basis for the study of current political reality. It has been successfully reached by the authors of the book "Modern political science: Methodology". …”
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Sustainability of the state system in the context of digital transformation by V. A. Kornilovich, K. A. Aramyan, A. V. Milekhin, A. V. Mironov

“…However, in the conditions of deliberate stimulation by the authorities of the digital transformation of all spheres of society’s life, the limited ability of the political system and the state to ensure the manageability of social and political processes is more clearly manifested.The article considers the process of deformation of the state system caused by the digitalization of public relations, analyses changes in theoretical models of explaining social reality and related changes in the organization of the political system and political practices.The multi-component nature of the impact of the global ICT paradigm on the sphere of public administration of a particular state is noted. …”
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Ekoantropologia antyhumanistyczna. Przypadek Johna Nicholasa Graya by Piotr Domeracki

“…It is defined by Gray, referring to ancient Chinese ceremony, as an equivalent of the actual state of human subjectivity that, according to the English philosopher, in reality, there is no difference between people and other animals. …”
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Enhanced Chemical Insights into Fullerene Structures via Modified Polynomials by Ali N. A. Koam, Ali Ahmad, Raed Qahiti, Muhammad Azeem, Waleed Hamali

“…Our results provide a novel viewpoint that bridges the gap between algebraic abstraction and chemical reality. They also open up new avenues for the manipulation and construction of materials based on fullerenes with customized features. …”
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ARTIFICIAL INTELLIGENCE AS A METHODOLOGICAL INNOVATION IN THE TRAINING OF FUTURE DESIGNERS: MIDJOURNEY TOOLS by Ivan M. Tsidylo, Chele Esteve Sendra

“…Such a situation prompts the selection of methods and means for developing the ability to carry out a qualitative verbal description of images and the surrounding reality in order to popularize the possibility of using artificial intelligence technologies in the process of training future designers. …”
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Mapping maternal and infant health in Morocco: A global scoping review of themes, gaps, and the "unseen" in the published health research literature, 2000-2022. by Ellen Amster, Ghazal Jessani, Gauri Gupta, Oksana Hlyva, Charlene Rae

“…To understand how medical research has reflected social reality over the past 22 years, we explored not just what is known, but how it is known, where it is known, what remained unseen, and why. …”
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Military security in the Arctic: New threats to Russia by V. N. Konyshev, A. A. Sergunin

“…In the first section the authors argue that the NATO countries under the pretext of the growing hybrid threat from the Russian Federation have themselves launched an active information campaign in the spirit of hybrid warfare aimed at demonizing Russia and enforcing on public a Cold War-style black-and-white picture of reality as a ‘zero-sum game’. Moreover, the authors emphasize that this anti-Russian campaign began long before the aggravation of the ‘Ukrainian crisis’. …”
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Educational environment as the foundation for metasubject competences forming by Nina A. Tymoshchuk

“…An individual who has all the opportunities to achieve the required level of qualifications independently will be able to replenish knowledge and implement his educational project without information support of specially trained people for this purpose; self-education acquires a continuous character; the breadth of basic education will allow you to switch quickly to related areas of professional activity.The metaproject content of educational standards should include not only the real objects of the reality being studied, including fundamental educational objects and general cultural knowledge, including fundamental problems, but also general (meta-subjective) skills, generalized methods of activity and key (meta-subject) educational competence. …”
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VR Cognitive-based Intervention for Enhancing Cognitive Functions and Well-being in Older Adults with Mild Cognitive Impairment: Behavioral and EEG Evidence by Pattrawadee Makmee, Peera Wongupparaj

“…The current study investigated the efficacy of the virtual reality (VR) cognitive-based intervention on verbal and visuospatial short-term memory (STM), executive functions (EFs), and wellbeing among older adults with and without MCI. …”
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Joint Source-Channel Coding for Multi-Channel Vibrotactile Sensors by Tom Ogura, Shogo Kitamura, Takuya Fujihashi, Shunsuke Saruwatari, Takashi Watanabe

“…Wireless transmission of vibrotactile information holds great promise for immersive Extended Reality (XR) applications, particularly in enabling fine-grained remote manipulation through multi-channel vibrotactile signals. …”
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How faculty with critical care specialties learn in a university hospital: a qualitative phenomenological study by Hyeyoon Jeong, Hyena Cho, Kyoung-Woo Seo, Janghoon Lee, Miran Kim, Jihye Yu

“…Objectives The study aims to explore the workplace learning experiences of medical faculty in critical care specialties at a university hospital, focusing on how they develop their professional identity and construct the meaning of their work.Design Qualitative, phenomenological study.Setting The current study was conducted at a university hospital in South Korea between November 2022 and October 2023.Participants Five faculty members (two males and three females) from critical care specialties (eg, emergency medicine) with over 15 years of experience, each having served as faculty at a university hospital for more than 5 years.Results Six key themes emerged: cultivating ‘doctor-ishness’ in the realm of critical care, beacon of inner drive: guiding professional growth, nexus for leveraging expertise and fostering professional growth, the challenging reality of becoming an ‘ideal’ faculty, the shifting tides of the medical profession’s role and weaving workplace learning into a unique rhythm of practice. …”
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The power of belief? Evidence of reduced fear extinction learning in Catholic God believers by Carmelo Mario Vicario, Laura Culicetto, Chiara Lucifora, Francesca Ferraioli, Simona Massimino, Gabriella Martino, Francesco Tomaiuolo, Alessandra Maria Falzone

“…We investigated fear learning and extinction processes in a group of individuals who professed a belief in God, compared to non-believers. Using a virtual reality Pavlovian fear conditioning/extinction task, we measured neurovegetative activity associated with these forms of associative learning. …”
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Solar Wind Data Assimilation in an Operational Context: Use of Near‐Real‐Time Data and the Forecast Value of an L5 Monitor by Harriet Turner, Matthew Lang, Mathew Owens, Andy Smith, Pete Riley, Mike Marsh, Siegfried Gonzi

“…Data assimilation (DA) combines model output and observations to form an optimum estimation of reality. Initial experiments with assimilation of in situ solar wind speed observations suggest the potential for significant improvement in the forecast skill of near‐Earth solar wind conditions. …”
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The daily production of Soviet women during the Great Patriotic War (on the example of Ishim Shoe Factory No. 4) by A. A. Frolova

“…With the complication of her social roles, a woman during the war years carried an important social function associated with the creation of a special spiritual atmosphere, simultaneously reconciling with the brutal military reality and maintaining the hope of a return to peacetime…”
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Local government in Kazakhstan: an attempt to create a national model by Nikolay Yuvitsa

“…However, it is too early to talk about the effectiveness of the created national model of local self-government and its mechanisms. In reality, the population of Kazakhstan is not yet able to independently and responsibly solve issues of local importance; to monitor the work of local authorities, etc. …”
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Ideea de bine comun și criza sistemelor simbolice de interpretare a lumii în Țiganiada lui Ioan Budai-Deleanu by Mianda Cioba

“…Hirsch (1967), is leading to the work of art’s meaning, a semantic reality different from the one named significance, configured in the reading process. …”
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Thematic marking of the anthropological corpus: a methodology for classifying miners’ narratives by L. L. Mazitova, L. M. Panteleeva

“…The number of such microtopics can be different and is determined by the specifics of the topic itself, i.e. the ability to characterize the corresponding phenomenon of reality in various aspects. Fragments of text in which a particular topic or subtopic is implemented are highlighted with square brackets. …”
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The Optimal Timing of Strategic Action – A Real Options Approach by Gordon G. Sollars, Sorin Tuluca

“…Companies typically have strategic options with only a limited time frame due to market factors, but companies may choose to act at any time within that constraint. To reflect this reality, we adapt a method for valuing an American financial option on a dividend paying stock to the real options context. …”
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