The potential effects of window configuration and interior layout on natural ventilation buildings: A comprehensive review by Xin Yin, Mohammed W. Muhieldeen, Ruzaimah Razman, Jonathan Yong Chung Ee, Meng Choung Chiong

“…Natural ventilation is an eco-friendly and renewable energy source that enhances thermal comfort and energy efficiency. The window is the most traditional method of introducing natural ventilation into the built environment, but its full potential has been slow to be explored. …”
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Analyzing vehicle emissions using a hybrid machine learning approach using weighted average based k-means clustering for sustainable transportation decision-making by Mohd Mobasshir, Praveen Pachauri, Pratibha Kumari, Faisal Khan, Azhar Equbal, Osama Khan, Mohd Parvez, Taufique Ahamad, Shadab Ahmad

“…In this study, a comparative analysis is conducted on three distinct vehicle types — hybrid, diesel, and biodiesel — assessing their carbon footprint based on emissions of CO2, CO, NOx, SO2, PM and UBHC across various operating conditions such as load, efficiency losses, and torque. The Analytic hierarchy process (AHP) method was used to determine the weights for various output parameters, including, the weights assigned to these parameters are as follows: CO2 emissions-13.76%, CO emissions-18.29%, UBHC emissions-25.58%, NOx emissions-13.54%, PM emissions-7.01%, and SO2 emissions-21.83%. …”
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Distributionally Robust Policy and Lyapunov-Certificate Learning by Kehan Long, Jorge Cortes, Nikolay Atanasov

“…This article presents novel methods for synthesizing distributionally robust stabilizing neural controllers and certificates for control systems under model uncertainty. …”
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Modeling Porosity Surface of 3D Selective Laser Melting Metal Materials by Matej Babič, Roman Šturm, Teofil-Florin Gălățanu, Ildikó-Renáta Száva, Ioan Száva

“…The method’s usefulness and efficiency were confirmed by experimental work using an EOS M 290 3D printer and EOS Maraging Steel MS1. …”
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Innovation in healthcare as a factor in population’s health in regions by N. V. Krivenko

“…On the example of regional health care systems of Tyumen, Tula, and Sverdlovsk Regions, high efficiency of innovation implementation has been proved. …”
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Establishment and application of a rapid new detection method for antimicrobial susceptibility testing of Klebsiella pneumoniae based on MALDI-TOF MS by Yapei Zhang, Fanghua Fan, Xuan Wang, Jie Zhu, Shilei Dong

“…Susceptibility profiles determined with our rapid method and the reference broth microdilution method were also compared. …”
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Influence of static balances level on competitive performance indicators of athletes 17-21 years old in beach volleyball by Olexandr Solovey, Valeriy Hunchenko, Dmytro Solovey, Krzysztof Wnorowski

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Modeling of the optimum level of financial provision of Ukrainian enterprises' innovative activities by N. Davidenko, H. Skrypnyk, Z. Titenko, O.V. Zhovnirenko

“…In the process of research such scientific methods have been used: modeling – to determine the influence of the source of funding for innovation activities, on the number of new technological processes introduced and the introduction of new types of products; economic-statistical – to evaluate the dynamics of the amount of realized innovative products and the index of the efficiency of innovation costs; correlation-regression analysis – to determine the relationship density and the relationship between factors of influence and performance indicators; abstract-logical – for the implementation of theoretical and methodological generalizations. …”
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AE-BoNet: A Deep Learning Method for Pediatric Bone Age Estimation using an Unsupervised Pre-Trained Model by Mojtaba Sirati-Amsheh, Elham Shabaninia, Ali Chaparian

“…On the other hand, there is no model trained with hand radiographic images, reused for bone age estimation.Material and Methods: In this fundamental-applied research, the collection of Radiological Society of North America (RSNA) X-ray image collection is used to evaluate the efficiency of the proposed bone age estimation method. …”
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MODERNIZATION OF THE AUTOMATED WATER LEVEL CONTROL SYSTEM IN THE PAVLOVSKIY WATER INTAKE STORAGE RESERVOIRS by Marina V. Chkalova, Victoria D. Pavlidis

“…Materials and methods. An engineering and technical solution to the problem of increasing the efficiency of the technical water intake system based on the optimization of the control system of the 2nd lift pumps was obtained: float level sensors in water storages are replaced by ultrasonic ones and frequency converters are installed on all 2nd lift pumps, the pressure sensor is transferred from the pipeline to the water column of the water tower, feedback is provided by the industrial logic controller PR100 OVEN. …”
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Capacity allocation method for a hybrid energy storage system participating in secondary frequency regulation based on variational mode decomposition by Taiying Zheng, Minghao Ye, Qinghua Wu

“…Finally, in the multi-day scenario, the recommended capacity of HESS and threshold allocation frequencies for a specific region are determined, enhancing the economic efficiency of HESS for secondary frequency regulation.…”
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Does economic freedom affect green economic growth? Analyses of mediation, moderation, and heterogeneity in EU and non-EU countries by Xiaohuan Hou, Jiafei Jin, Yulei Feng

“…Moreover, government efficiency and corruption control are found to moderate the relationship, enhancing the positive impact of economic freedom on GEG, particularly in non-EU countries. …”
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Composition and Injection Rate Co-Optimization Method of Supercritical Multicomponent Thermal Fluid Used for Offshore Heavy Oil Thermal Recovery by Shenyao Yang, Zhilin Qi, Jie Tian, Mingda Dong, Wei Zhang, Wende Yan

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Metformin as a novel organic foliar bio-stimulant to enhance peanut (Arachis hypogaea L.) growth and yield under drought stress conditions by Marwa A. Qotb, Ismail A. Abdelhamid, Nader R. Habashy, Abdel Rahman Mohammad Al Tawaha, Abdel Razzaq Al-Tawaha, Arun Karnwal, Tabarak Malik

“…This study evaluates the impact of foliar-applied Metformin, gibberellic acid (GA₃), and indole-3-acetic acid (IAA) at concentrations of 5.0, 7.5, and 10.0 mg L⁻1 under different irrigation regimes (100%, 80%, and 60% of the recommended irrigation rate). Methods A two-year field experiment was conducted under arid conditions to assess the effects of these treatments on plant growth, yield, photosynthetic pigments, nutrient uptake, and water use efficiency (WUE). …”
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Analysis of the Economic and Socio-Demographic Burden of HPV-Associated Diseases and the Cost-Effectiveness of HPV Vaccination in Russia by Alexander A. Baranov, Alexander V. Plakida, Leyla S. Namazova-Baranova, Mikhail A. Semenov, Olga V. Ilyushina, Yevgeniy V. Guretskiy, Marina V. Fedoseenko, Alla V. Rudakova

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Enhancing Tomato Leaf Disease Detection via Optimized VGG16 and Transfer Learning Techniques by Sandy Putra Siregar, Imam Akbari, Poningsih Poningsih, Anjar Wanto, Solikhun Solikhun

“…The evaluation is based on accuracy, precision, recall, F1-score and Inference time to determine the optimum model for accuracy and computing efficiency. …”
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Comparison of Manual and Automated Capillary Morphometry Measurements in Oral Mucosa: A Pilot Study by Salvatore Nigliaccio, Enzo Cumbo, Davide Alessio Fontana, Cesare Fabio Valenti, Domenico Tegolo, Antonino Tocco, Pietro Messina, Giuseppe Alessandro Scardina

“…The primary objective was to determine whether the automated method could serve as a reliable and efficient alternative to the manual approach, particularly in clinical and research settings where precision and reproducibility are paramount. …”
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Study on the Response of Cotton Leaf Color to Plant Water Content Changes and Optimal Irrigation Thresholds by Binbin Mao, Lulu Wang, Junhui Cheng, Bing Chen, Jiandong Wang, Kai Zhang, Xiaowei Liu

“…Real-time monitoring of cotton moisture status and determination of appropriate irrigation thresholds are essential for achieving precision irrigation. …”
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AEROfen: protocol for a phase I, open-label, randomised crossover study evaluating the efficiency of nebulised fentanyl in healthy volunteers – comparing facial versus intranasal a... by Muriel Quillard, André Gillibert, Florian Vallin, Nathalie Donnadieu, Sophie Ruault, Cassandre Follet, Audrey Dumont, Melanie Roussel, Cyprienne Boedard, Davis Nunes Ferreira, Tony Pereira, Luc-Marie Joly, Virginie Lvovschi, Thomas Duflot

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How Rich is Platelet Rich Plasma? A Simple Preparation Method of PRP and Its Quality According to Various Classification Systems by Felice FAIZAL, Balachandra NAMBIAR, Raja CHATTERJEE, Praveer RANJAN

“…Results: The tested method gave a final concentration of more than four times the baseline concentration with approximately 30% efficiency of capture and 80% purity. …”
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