Advanced prediction of radar reflectivity using U-Net with visual and infrared data from Himawari-8 by Andi Patombongi, Agus Harjoko, Moh Edi Wibowo, I Made Wahyu Gana Putra

“…The study concluded that selecting optimal input channels and modifying the model architecture could significantly improve the accuracy and efficiency of radar reflectivity prediction. These improvements had the potential to contribute substantially to the advancement of remote sensing-based weather forecasting systems.…”
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Dual-band dual-linearly polarized multibeam transmit-reflect-array antenna with independent beams control by Wei Luo, Liu Luo, Xiaoxue Wang, Min Wang, Hongsheng Zhang

“…The circular aperture TRA is illuminated with a rotated linearly polarized horn, thereby generating dual-beams with different directions and polarizations in both the transmissive and reflective modes. The measurement results show that the peak aperture efficiency is 43.6 % and 36.0 % for the reflection band and transmission band. …”
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Effectiveness of heat-reflective asphalt pavements in mitigating urban heat islands: A systematic literature review by Tracy Leh Xin Wong, Ewe Loon Lim, Mohd Rosli Mohd Hasan, Oumar Orozi Sougui, Abdalrhman Milad, Xin Qu

“…To tackle this issue, the implementation of cool pavements such as heat-reflective asphalt pavements has been introduced. This systematic literature review (SLR) thoroughly examines prior research to assess the effectiveness of heat-reflective asphalt pavements in reducing UHI effects. …”
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Transcriptome-aligned metabolic profiling by SERSome reflects biological changes following mesenchymal stem cells expansion by Xinyuan Bi, Bin Ma, Wei Liu, Wei-Qiang Gao, Jian Ye, Hanyu Rao

“…Results We revealed that with increasing passage number, there is a gradual decline in cell expansion efficiency, accompanied by significant changes in intracellular amino acids, purines, and pyrimidines. …”
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REFLECTION OF THE SOCIAL STANDARDS AS A CONDITION OF A SUCCESSFUL SOCIALIZATION OF THE CHILDREN WITH A HIGH CREATIVE POTENTIAL by Antonina L. Leutina

“…The aim of this article is to study the problem of reflection of social norms and its impact on the process of socialization of children with a high creative potential.Methods. …”
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Artificial Intelligence in Retail Marketing: Research Agenda Based on Bibliometric Reflection and Content Analysis (2000–2023) by Ahasanul Haque, Naznin Akther, Irfanuzzaman Khan, Khushbu Agarwal, Nazim Uddin

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Diffuse Reflectance Spectrophotometers Based on C12880MA and C11708MA Mini-Spectrometers Hamamatsu by V. A. Firago, N. V. Levkovich, K. I. Shuliko

“…Diffuse reflection spectroscopy with spatial resolution is a promising direction of non-destructive control of the properties of a number of scattering fine-dispersed materials, including food products. …”
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Adaptive Intelligent Reflecting Surfaces for Enhanced Wireless Communication via Multi-Agent Deep Reinforcement Learning by Sakhshra Monga, Abhishake Bansal, Ibrahim Aljubayri, Nitin Saluja, Chander Prabha, Shivani Malhotra, Prakash Srivastava, Mohammad Zubair Khan

“…Similarly, an IRS deployment with 32 elements enhances MARL’s efficiency by leveraging improved signal reflections, leading to significant performance gains. …”
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Data driven discovery and quantification of hyperspectral leaf reflectance phenotypes across a maize diversity panel by Michael C. Tross, Marcin W. Grzybowski, Talukder Z. Jubery, Ryleigh J. Grove, Aime V. Nishimwe, J. Vladimir Torres‐Rodriguez, Guangchao Sun, Baskar Ganapathysubramanian, Yufeng Ge, James C. Schnable

“…Abstract Estimates of plant traits derived from hyperspectral reflectance data have the potential to efficiently substitute for traits, which are time or labor intensive to manually score. …”
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Estimating Subsurface Geostatistical Properties from GPR Reflection Data Using a Supervised Deep Learning Approach by Yu Liu, James Irving, Klaus Holliger

“…The estimation of subsurface geostatistical parameters from surface-based common-offset GPR reflection data has so far relied upon a Monte-Carlo-type inversion approach. …”
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Sustainable Development Goals Against Covid-19: The Performance Of Brazilian Cities In Sdgs 3 And 6 And Their Reflection On The Pandemic by Felipe R. da Silva, Samuel F. Câmara, Francisco R. Pinto, Marcelo Soares, Michael B. Viana, Thiago M. De Paula

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Reflection mode polarimetry guides laser mass spectrometry to diagnostically important regions of human breast cancer tissue by Michael D. Singh, Lan Anna Ye, Michael Woolman, Francis Talbot, Arash Zarrine-Afsar, Alex Vitkin

“…These results suggest a potential synergistic hybrid approach employing polarimetry as a wide-field-imaging guidance tool to optimize efficient probing of tissue molecular content using MS.…”
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THE NATURAL MOVEMENT AND THE RISK OF POVERTY - A REFLECTION OF THE RURAL POPULATION'S LIVING STANDARD IN ROMANIA AND THE SOUTH MUNTENIA REGION by Ionut Daniel PETRE

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Signal Detection in Intelligent Reflecting Surface-Assisted NOMA Network Using LSTM Model: A ML Approach by Haleema Sadia, Hafsa Iqbal, Syed Fawad Hussain, Nasir Saeed

“…To combat this, and with the advancement of metasurface technology, NOMA networks are being integrated with intelligent reflecting surfaces (IRSs) to improve signal strength. …”
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Collaboration of Two UV-Absorbing Dyes in Cholesteric Liquid Crystals Films for Infrared Broadband Reflection and Ultraviolet Shielding by Mengqi Xie, Yutong Liu, Xiaohui Zhao, Zhidong Liu, Jinghao Zhang, Dengyue Zuo, Guang Cui, Hui Cao, Maoyuan Li

“…This study developed cholesteric liquid crystal broadband reflective films using zinc oxide nanoparticles (ZnO NPs) and homotriazine UV-absorbing dye (UV-1577) to enhance infrared shielding. …”
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Application of leaf multispectral analyzer in comparison to hyperspectral device to assess the diversity of spectral reflectance indices in wheat genotypes by Filacek Andrej, Zivcak Marek, Barboricova Maria, Kovar Marek, Halabuk Andrej, Gerhatova Katarina, Yang Xinghong, Hauptvogel Pavol, Brestic Marian

“…Based on the large obtained datasets, we can conclude that the application of a low-cost PP leaf spectrometer in plant and crop studies can be efficient, but the selection of parameters is crucial. …”
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Differentiable Modeling of Planet and Substellar Atmosphere: High-resolution Emission, Transmission, and Reflection Spectroscopy with ExoJAX2 by Hajime Kawahara, Yui Kawashima, Shotaro Tada, Hiroyuki Tako Ishikawa, Ko Hosokawa, Yui Kasagi, Takayuki Kotani, Kento Masuda, Stevanus K. Nugroho, Motohide Tamura, Hibiki Yama, Daniel Kitzmann, Nicolas Minesi, Brett M. Morris

“…Here, we introduce a fast, memory-efficient opacity algorithm and differentiable radiative transfer for emission, transmission, and reflection spectroscopy. …”
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Development of hydrophilic multilayer structures for energy saving window applications using sol-gel spin coating by Venkatesh Yepuri, Palikela Ramachandramurthy

“…This study is centered on analyzing the microstructural and optical reflectivity properties of multilayers composed of dielectric titania and silica. …”
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Structural characteristics of strategic efficiency of the aviation industry projects by A. V. Bondarenko

“…The factors that constrain the competitiveness of domestic products of the aviation industry in the global market have been reflected. The author’s interpretation of the concept «strategic efficiency of the project» has been introduced. …”
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CERTAIN APPROACHES TO EFFICIENCY EVALUATION OF THE REGIONAL TB SERVICES by I. B. Geltser, K. I. Shаkhgeldyan, E. V. Krivelevich, V. I. Medvedev, M. Z. Ermolitskаya

“…The goal of the study is to perform the comprehensive assessment of the efficiency of regional TB services based on the analysis of certain indicators reflecting accessibility and quality of tuberculosis care.Subjects and Methods. …”
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