A Multispectral Automated Transfer Technique (MATT) for Machine-Driven Image Labeling Utilizing the Segment Anything Model (SAM) by James E. Gallagher, Aryav Gogia, Edward J. Oughton

“…By transposing SAM segmentation masks from RGB images we can automatically segment and label multispectral imagery with high precision and efficiency. For example, the results demonstrate that segmenting and labeling a 2,400-image dataset utilizing MATT achieves a time reduction of 87.8% in developing a trained model, reducing roughly 20 hours of manual labeling, to only 2.4 hours. …”
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A Holistic Approach to the Efficient Estimation of Operational Flexibility From Distributed Resources by Nikolaos Savvopoulos, Nikos Hatziargyriou, Hannu Laaksonen

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Automatic plant disease detection using computationally efficient convolutional neural network by Muhammad Rizwan, Samina Bibi, Sana Ul Haq, Muhammad Asif, Tariqullah Jan, Mohammad Haseeb Zafar

“…Abstract Agricultural plants are the fundamental source of nutrients worldwide. The attack of diseases on these plants leads to food scarcity and results in a catastrophic situation. …”
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PIDE: Photovoltaic integration dynamics and efficiency for autonomous control on power distribution grids by Gökhan Demirel, Natascha Fernengel, Simon Grafenhorst, Kevin Förderer, Veit Hagenmeyer

“…For this purpose, this paper introduces the open-source Python-based framework PIDE (Photovoltaic Integration Dynamics and Efficiency), a tool for simulating the integration of distributed energy resources (DER)s and evaluating their impact on autonomous reactive power control in the distribution grid. …”
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Enhanced energy conversion efficiency in PVDF/WS2 hybrid piezoelectric nanogenerators by Munni, Himani, Shilpa Rana, Jasvir Dalal, Bharti Singh

“…Abstract The development of flexible piezoelectric nanogenerators (PENGs) has gained considerable attention for harvesting mechanical energy from ambient sources, especially human motion. In this study, we reported the fabrication of PENGs based on PVDF/WS2 nanocomposite thin films. …”
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Based on regional heterogeneity: measurement of hospital service efficiency and analysis of spatial effects by Qianwen Song, Anyu Ye, Mengting Zhou, Ting Chen, Wenlian Jiang

“…Efficiency comparisons were made using regional and common frontiers, while the technical gap and its decomposition index were applied to identify the sources of efficiency disparities among regions. …”
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Synergy of Energy Efficiency and Industry 4.0 in the Post-War Modernization of Ukraine by Sydorenko Oleksandr M.

“…The importance of the transition to renewable energy sources is emphasized, as their integration into industry and the utility sector can be strengthened by digital tools for tracking and forecasting consumption indicators, which helps to shape efficient business models and accelerate post-war modernization. …”
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Enhancing wheat productivity utilizing nano- and bio-fertilizers in water-scarce Sinai, Egypt, under different irrigation systems by Emad Fawy Mostafa, Eman Ibrahim Refaie Emara, Radwa Hassan Bakr, Khaled Gaber Abdel Azim, Lamy Mamdoh Mohamed Hamed

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Pasithea-1: An Energy-Efficient Sequential Reconfigurable Array With CPU-Like Programmability by Tobias Kaiser, Esther Gottschalk, Kai Biethahn, Friedel Gerfers

“…Combined with dedicated, uniform processing elements, this enables fast compilation from C source code (1.4 s mean compile time). Demonstrator measurements reveal energy efficiency of up to 601 int32 MIPS/mW at 0.59V and performance of up to 148 MIPS at 0.90 V. …”
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Integration of Daylight in Building Design as a Way to Improve the Energy Efficiency of Buildings by Adrian Trząski, Joanna Rucińska

“…According to the United Nations Environment Programme reports, buildings are responsible for nearly 40% of energy-related emissions; therefore, energy-optimized building design is crucial to reduce the reliance on non-renewable energy sources as well as greenhouse gas emissions. The OECD reports indicate the use of Building Information Modelling (BIM) as one of the effective strategies for decarbonization of buildings, since a 3D digital representation of both physical and functional characteristics of a building can help to design a more efficient infrastructure. …”
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Overexpression of Transketolase Relieves xylA Repression and Enhances Xylose Utilization in Saccharomyces cerevisiae During Mixed Sugar Fermentation by Si Xu, Wanli Cheng, Huanan Li, Jiashu Liu, Kexin Chen, Zhengbing Jiang

“…This study investigates the overexpression of the transketolase gene (TKL1) in the pentose phosphate pathway to enhance xylose utilization efficiency during mixed sugar fermentation. …”
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Sustainable biomass-based filter for high-efficiency PM0.3 filtration by Qingxiang Wang, Zhaoxuan Niu, Wanli Cheng, Ming Yang, Jie Yan, Jiqing Lu, Haijiao Yu, Yiying Yue, Yen Wei, Dong Wang, Shichao Zhang, Bin Ding, Guangping Han

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Energy-efficient synchronization for body sensor network in the metaverse: an optimized connectivity approach by Altaf Hussain, Tariq Hussain, Razaz Waheeb Attar, Ahmed Alhomoud, Mrim M. Alnfiai, Reem Alsagri

“…WBSNs face numerous major challenges that impact their efficiency and performance. Energy consumption remains a critical issue, as sensor nodes operate on limited power sources, leading to reduced network longevity. …”
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Feasible Solutions for Low-Carbon Thermal Electricity Generation and Utilization in Oil-Rich Developing Countries: A Literature Review by Danny Ochoa-Correa, Paul Arévalo, Edisson Villa-Ávila, Juan L. Espinoza, Francisco Jurado

“…This review uses the PRISMA methodology to systematically assess the current state and prospects of low-carbon thermal electricity generation and utilization technologies in ORDCs. The study emphasizes clean thermal technologies such as biogas, biofuels, biomass, hydrogen, and geothermal energy, focusing on solutions that are technically feasible, economically viable, and efficient in combustion processes. …”
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Perception and predictors of antenatal services utilization by left-behind wives of marginal solo outmigrants-empirical evidence from India by Fahad Afzal, Arindam Das, Rupinder Sahota

“…The research also aims to identify the predictors for efficient use of ANC services at government health centres and the effect of source of information on perception towards ANC services. …”
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Utilizing maritime caves for wave energy: wells turbine performance and household power supply from cave-generated electricity by Wilson M. L. Monteiro, António Sarmento, Bruno Semedo, Arider Carvalho, Tomás Tavares, Jakson A. L. Monteiro

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Isolation and characterization of cellulose derived from prominent agricultural waste (Sugarcane bagasse) and its utilization in various biomedical field by Manoj Kumar Sharma, Anupama Diwan, Satish Sardana, Narender Yadav, Tanya Gupta, Mukesh Kumar Kumawat

“…These extracted celluloses were further subjected to various pharmacopeial, micromeritics, and physiochemical properties assessments, including advanced characterization to evaluate and validate the properties of the products, which signifies more efficient, green extraction and pharmacopeial utilization.…”
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Uncertain Parameters Adjustable Two-Stage Robust Optimization of Bulk Carrier Energy System Considering Wave Energy Utilization by Weining Zhang, Chunteng Bao, Jianting Chen

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Auxin response factor MdARF18 regulates MdNRT1.1 to affect nitrogen utilization in apple by Guo-Dong Liu, Xiu-Hong An, Lin Rui, Ran-Xin Liu, Hong-Liang Li, Shuai Zhang, Zhen-Lu Zhang, Chun-Xiang You, Xiao-Fei Wang

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A Target Near-Field Scattering Measurement Technique Utilizing 3D Near-Field Imaging via Cylindrical Scanning by Zongkai Yang, Jingcheng Zhao, Weikang Si, Changyu Lou, Xin Zhao, Jungang Miao

“…Wavenumber domain algorithms are initially utilized for the rapid localization of strong scattering sources. …”
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