Performance prediction and optimization of a high-efficiency tessellated diamond fractal MIMO antenna for terahertz 6G communication using machine learning approaches by Kamal Hossain Nahin, Jamal Hossain Nirob, Akil Ahmad Taki, Md Ashraful Haque, Narinderjit Singh Sawaran Singh, Liton Chandra Paul, Reem Ibrahim Alkanhel, Hanaa A. Abdallah, Abdelhamied A. Ateya, Ahmed A. Abd El-Latif

“…With its compact footprint, broad bandwidth, and optimized isolation and efficiency, the proposed MIMO antenna is positioned as an ideal candidate for future 6G communication applications.…”
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AI-Driven Optimization of Multilayer Thin-Film Structures for Advanced Optical Applications by Emad Alkhazraji, Sani Mukhtar, Haitham Khaled, Jaime Viegas

“…The FCNN model is trained to predict reflectance spectra with high accuracy over a wide design space defined by the thicknesses of individual layers. …”
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Application of Supervised Learning Methods and Information Gain Methods in the Determination of Asbestos–Cement Roofs’ Deterioration State by Manuel Saba, David Valdelamar Martínez, Leydy K. Torres Gil, Gabriel E. Chanchí Golondrino, Manuel A. Ospina Alarcón

“…A novel methodology for assessing the importance of 380 reflectance bands was employed, offering fresh insights into the key indicators of AC roof deterioration. …”
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Reconstruction of Old Pavements Based on Resonant Rubblization Technology: A Review of Technological Progress, Engineering Applications, and Intelligent Development by Sibo Ding, Dehuan Sun, Yongtao Hu, Shuang Lu, Zedong Qiu, Shuo Zhang, Lei Wang, Shaowei Jiang, Tao Han, Yingli Gao

“…As a result, this technique offers substantial benefits, including a marked reduction in reflective cracking, efficient reuse of existing concrete slabs (with a utilization rate exceeding 85%), reduced construction costs (by 15–30% compared to conventional methods), and faster construction speeds—up to 7000 square yards per day. …”
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Design of PRS enabled monopole slotted-antenna sensor for breast tumor detection by Tiruganesh Lanka, Divya Chaturvedi, M. V. L. Bhavani, Arvind Kumar

“…The proposed antenna exhibits high radiation efficiency (95–99%) across the 1.9–2.1 GHz bandwidth. …”
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The contribution of a person-centred model of Lean Six Sigma to the development of a healthful culture of health systems improvement by Seán Paul Teeling, Seán Paul Teeling, Seán Paul Teeling, Deborah Baldie, Deborah Baldie, Ailish Daly, Anne Marie Keown, Aileen Igoe, Ciara Dowling, Martin McNamara

“…A case study methodology was used to examine implementation and impact.ResultsAcross all four sites, the PCLSS model facilitated improvements in operational efficiency, staff and patient engagement, interprofessional collaboration, and reflective practice. …”
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Interpretable Machine Learning for Legume Yield Prediction Using Satellite Remote Sensing Data by Theodoros Petropoulos, Lefteris Benos, Remigio Berruto, Gabriele Miserendino, Vasso Marinoudi, Patrizia Busato, Chrysostomos Zisis, Dionysis Bochtis

“…Both of them substantially influence photosynthetic efficiency and plant health, ultimately affecting yield potential.…”
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Eco-Efficient Biosorbent Based on Leucaena leucocephala Residues for the Simultaneous Removal of Pb(II) and Cd(II) Ions from Water System: Sorption and Mechanism by C. A. Cimá-Mukul, Youness Abdellaoui, Mohamed Abatal, Joel Vargas, Arlette A. Santiago, Jesús Alberto Barrón-Zambrano

“…This work highlights the extraction of polyphenols from Leucaena leucocephala leaves waste (LLEPs) and the evaluation of their efficiency to remove the single and multicomponent Pb(II) and Cd(II) metal ions from aqueous solutions. …”
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AFORS-HET-based simulation and optimization of ITO/p-rGO/n-cSi heterojunction solar cell for high-efficiency scalable photovoltaics by Chandra Kamal Borah, Lakhi Nath Borah

“…Further optimization of the n-cSi absorber layer, particularly in terms of the doping concentration and electronic properties, increased the power conversion efficiency to 14.55 %. The cell demonstrated a strong spectral response in the visible region, with high internal and external quantum efficiencies near 400 nm, indicating efficient charge carrier generation and collection. …”
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Enhancing the Light-Extraction Efficiency of an AlGaN Nanowire Ultraviolet Light-Emitting Diode by Using Nitride/Air Distributed Bragg Reflector Nanogratings by Mohd Sharizal Alias, Bilal Janjua, Chao Zhao, Davide Priante, Abdullah A. Alhamoud, Malleswararao Tangi, Lafi M. Alanazi, Abdullah A. Alatawi, Abdulrahman M. Albadri, Ahmed Y. Alyamani, Tien Khee Ng, Boon S. Ooi

“…Compared to a control device (only mesa), the AlGaN NW-LED with the nitride/air DBR nanogratings exhibits enhancement in the light output power and external quantum efficiency (EQE) by a factor of ∼1.67. The higher light output power and EQE are attributed mainly to the multiple reflectances laterally for the transverse magnetic (TM)-polarized light and scattering introduced by the nanogratings. …”
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Improving the power production efficiency of microbial fuel cell by using biosynthesized polyanaline coated Fe3O4 as pencil graphite anode modifier by Tekalign Tesfaye, Yohannes Shuka, Sisay Tadesse, Tesfahun Eyoel, Mesele Mengesha

“…Despite advancements in MFC technology, several challenges remain in optimizing power production efficiency, particularly regarding anode materials and modifications. …”
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Soil Properties and Rhizosphere Microbes Community Structure Reveal Nitrogen Uptake Preferences and Nitrogen Use Efficiency of Two Ecotypes of <i>Paphiopedilum micranthum</i> by Yin Li, Jiaxue Hu, Yuehong Ruan, Qian Wu, Yan Yue, Zongyan Li

“…Whether the distribution of rhizosphere bacteria and fungi in these different habitats is random or reflects soil preferences requires further investigation. …”
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Changes of the quality of life and efficiency criteria of coronary artery bypass grafting in patients with stable coronary artery disease and preserved left ventricular ejection fr... by Yu.A. Borkhalenko, O.J. Zharinov, K.O. Mikhaliev, O.A. Yepanchintseva, B.M. Todurov

“…Favorable changes of Doppler echocardiographic indices of LV diastolic function, an increase in the distance of a 6-minute walk test and a decrease in the level of the BNP may be objective criteria for the efficiency of surgical revascularization during long-term follow-up.…”
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Quantitative Characterization of Surfactant Displacement Efficiency by NMR—Take the Tight Oil of Chang 8 Member of Yanchang Formation in Fuxian Area, Ordos Basin, as an Example by Hu Yin, Gaorun Zhong, Jiangbin Liu, Yanjun Wu

“…Furthermore, when the displacement of the FSD-952 surfactant at a concentration of 0.4% achieves 10 PV, its efficiency increases from 69.93% to 74.77%, reflecting an improvement of 4.81%. …”
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STANDARDIZATION OF UNCERTAINTY SITUATIONS IN TRAINING MODULES by Sergey A. Safontsev, Natalya Yu. Safontseva

“…Validity of the degree of interest of the learning process, reliability of coincidences constructive reflection of students’ own achievements with independent project performance and efficiency as the ratio of the result obtained to the costs of implementing the target function of the educational system have been determined consistently in the framework of the implementation of standardization situations of uncertainty. …”
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Optimization and Fabrication of Heterojunction Silicon Solar Cells Using an Experimental-Industrial Facility AK-1000 Inline by N. A. Chuchvaga, J. Schulze, V. V. Klimenov, K. S. Zholdybayev, K. P. Aimaganbetov, S. R. Zhantuarov, A. S. Serikkanov, E. I. Terukov, S. Zh. Tokmoldin, N. S. Tokmoldin

“…To optimize the processes of obtaining solar cells, measurements of the reflection coefficient, of lifetime of minority carriers, and of current – voltage characteristics were used.Results. …”
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Ecological optimisation of vegetable production as a factor of the industry capitalisation by Roman Lohosha, Svitlana Lutkovska, Oksana Pidvalna, Lyudmila Pronko, Tetiana Kolesnyk

“…The research methodology assumes that crop production efficiency can be assessed by the carbon balance, where such a balance can have a specific economic expression as one of the efficiency criteria. …”
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Effects of Inclined Sidewall Structure With Bottom Metal Air Cavity on the Light Extraction Efficiency for AlGaN-Based Deep Ultraviolet Light-Emitting Diodes by Yonghui Zhang, Ruilin Meng, Zi-Hui Zhang, Qiang Shi, Luping Li, Guoxu Liu, Wengang Bi

“…An inclined sidewall scattering structure with air cavity characterized by a metal bottom and flat parallel top (Bottom_metal) is proposed to enhance the light extraction efficiency (LEE) for AlGaN-based deep ultraviolet light-emitting diodes (DUV LEDs). …”
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UK Carbon Price Dynamics: Long-Memory Effects and AI-Based Forecasting by Zeno Dinca, Camelia Oprean-Stan, Daniel Balsalobre-Lorente

“…By analyzing long-memory effects and price volatility, it assesses whether UK carbon prices align with theoretical expectations from carbon pricing mechanisms and market efficiency theories. Findings indicate that UK carbon prices exhibit persistent long-memory effects, contradicting the Efficient Market Hypothesis, which assumes price movements are random and fully reflect available information. …”
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POSSIBILITIES OF REDUCING COSTS IN ORDER TO INCREASE THE COMPANY'S FINANCIAL PERFORMANCE by BĂNUȚĂ MARIANA

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