Optimizing Space Heating in Buildings: A Deep Learning Approach for Energy Efficiency by Fernando Almeida, Mauro Castelli, Nadine Corte-Real, Luca Manzoni

“…This study also employs grid search and cross-validation to optimize the model configurations and custom loss functions to ensure energy efficiency and occupant comfort. …”
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Assessing implant position and bone properties after cementless total knee arthroplasty using weight-bearing computed tomography by Jane Lin, Mariam Zamani, Vishal Kalia, Edward M. Vasarhelyi, Brent A. Lanting, Matthew G. Teeter

“…The objective of the present study was to evaluate the utility and inter-observer repeatability of WBCT in assessing patients with cementless TKA in a loaded position. …”
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Errors in hypothesis as a methodological reflection subject of a teacher-researcher by A. F. Zakirova

“…In addition to the existing ones, unconventional - special - requirements for scientific hypotheses are justified, aimed at updating their prognostic and diagnostic functions. The systematisation of hypothesis errors was carried out, which makes it possible to regulate reflexive scientific and pedagogical search, to carry out feedback in the process of methodological preparation and self-education, and to stimulate the development of scientifically justified heuristic pedagogical solutions. …”
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Bioinformatic exploration of RiPP biosynthetic gene clusters in lichens by Anna Pasinato, Garima Singh

“…These BGCs are primarily involved in toxins production and defense-related functions and resulting metabolites also have a significant therapeutic potential. …”
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Potencial evocado somato-sensitivo em crianças com pontas evocadas por estímulo somato-sensitivo no eletrencefalograma Somatosensory evoked potential in children with evoked spikes... by Gloria M.A.S. Tedrus, Lineu Corrêa Fonseca

“…A possible mechanism would be focal cortical hyperexcitability related to functional activity. No difference was observed in SEP components in children with ES considering occurrence or not of epilepsy. …”
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Learning science from museums Museus e o aprendizado da ciência by John H. Falk, Martin Storksdieck

“…The best available evidence indicates that if you want to understand learning at the level of individuals within the real world, learning does functionally differ depending upon the conditions, i. e., the context, under which it occurs. …”
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Valorization of Ricinus communis outer shell biomass to biochar: Impact of thermal decomposition temperature on physicochemical properties and EMI shielding performance by Raja Sekar Perumal, B. Muralidharan

“…Fourier transform infrared (FTIR) spectroscopy revealed that for the biochar at 700 °C, C=C and C-H functional groups were present, and the others were eliminated as volatile gases during biochar production. …”
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RESEARCH INTO SPEECH-TO-TEXT TRANFROMATION MODULE IN THE PROPOSED MODEL OF A SPEAKER’S AUTOMATIC SPEECH ANNOTATION by Olesia Barkovska

“…The proposed model of the speaker’s speech automatic annotation has two major functional modules: speech-to-text (STT) і summarization module (SUM). …”
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The Mystery of Certain <i>Lactobacillus acidophilus</i> Strains in the Treatment of Gastrointestinal Symptoms of COVID-19: A Review by Belén Bertola, Amparo Cotolí-Crespo, Nadia San Onofre, Jose M. Soriano

“…COVID-19 presents a wide range of symptoms, including gastrointestinal manifestations such as diarrhea, nausea, and abdominal pain. …”
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gdf6a is required for cone photoreceptor subtype differentiation and for the actions of tbx2b in determining rod versus cone photoreceptor fate. by Michèle G Duval, A Phillip Oel, W Ted Allison

“…Functional vision restoration is within reach via stem cell therapy, but one of the largest obstacles is the derivation of colour-sensitive cone photoreceptors that are required for high-acuity daytime vision. …”
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Development of a course for training in modern cloud technologies by A. V. Stavitskiy, I. G. Ashavskiy, D. V. Volkov

“…As a result of the study, the necessity of creating an educational course for students was substantiated, and a special course was developed for teaching the openstack cloud virtualization platform, which includes the necessary materials (presentations, lectures, seminars, as well as a platform and laboratory stands for students with access via the Internet).A special course web page was created where potential students have the opportunity to familiarize themselves with the description and basic components of the course, send a request for participation, and also get access to the materials (after confirmation of the participant by the administrator).Every year, the developed materials, the platform and laboratory stands are updated due to the release of new versions of openstack, adding new functionality and updating business needs.Conclusion. …”
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Evaluating the effect of a smartphone-based self-help intervention on the quality of life of patients with acute coronary syndrome by Faezeh Setoudeh, Zahra Molazem, Giti Setoodeh, Parvin Ghaemmaghami

“…Abstract Purpose Patients with acute coronary syndrome (ACS) face various challenges in the physical, psychological, social and functional domains of their lives, with adverse effects on their quality of life. …”
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Data mining methods application in reflexive adaptation realization in e-learning systems by A. S. Bozhday, Y. I. Evseeva, A. A. Gudkov

“…Data mining allows finding regularities in the functioning of software systems, which may not be obvious at the stage of their development. …”
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BSCL2 and CDK5 are two genes associated with circadian rhythm disturbance in Parkinson’s disease by Dongdong Chen, Qingqing Huang, Ming Ye

“…These 85 crossover genes were again taken to intersect with circadian rhythm-related genes (2531) to form circadian rhythm-related genes (16). Box plot presentation was performed and found that all p-values were significant. …”
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Analysis of the condition and development prospects of a depressed economy (by the example of the Syrian Arab Republic) by O. V. Berezhnaya, M. Ayoub

“…The work notes the shortcomings of the information base for analysis associated with the peculiarities of the functioning of the SAR economy in the analyzed period. …”
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Technology and determination of the applicability of stone blowing at the current track maintenance by V. N. Kaplin, A. A. Abrashitov, E. N. Grin’

“…All of these useful ballast functions are provided when the ballast is properly packed. …”
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Bioenergy potential of Chlorella vulgaris under the influence of different light conditions in a bubble column photobioreactor by S. Dhanasekar, R. Sathyanathan

“…Fourier transform infrared spectroscopy was used to illustrate the functional group of microalgae under different lighting conditions. …”
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A broadband integrated rectenna for microwave radio energy harvesting using an integrated hybrid sandwich power divider by Milad Nosrati, Pejman Rezaei, Mohammad Danaie, Jafar Khalilpour

“…The sandwich rectenna operates with an efficiency of over 28 % in the frequency range of 2 to 18 GHz, with input power ranging from -15 to +15 dBm. The system functions effectively even at very low radiation power densities, such as 305 microwatts, achieving an efficiency of more than 40 %. results indicate that the proposed broadband rectenna serves as a power supply for modern devices in Internet of Things (IoT) applications.…”
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Mental state of medical students three years into the war by V. V. Ogorenko, A. V. Shornikov, V. O. Kokashynskyi, O. A. Makoviichuk, O. E. Kachan

“…At the same time, 18.3 % of students exhibited pronounced functional impairment (≥8 points). Depressive symptoms of any severity were present in 76.9 % of respondents; 39.4 % had clinically significant depression, and 19.2 % had severe depression. …”
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Comparison of the power of statistical tests in connection with the discussion about the reproducibility criterion by V. E. Osipov

“…The criterion of reproducibility, as well as its functioning in post-non-classical science, are discussed in the Russian methodology of science. …”
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