Observed different impacts of potential tree restoration on local surface and air temperature by Yitao Li, Zhao-Liang Li, Hua Wu, Xiangyang Liu, Xu Lian, Menglin Si, Jing Li, Chenghu Zhou, Ronglin Tang, Sibo Duan, Wei Zhao, Pei Leng, Xiaoning Song, Qian Shi, Enyu Zhao, Caixia Gao

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Oil resources and reserves in Russia. Issues and challenges by M. M. Solovyev

“…The article is considered the current situation of oil reserves and resources in Russia, the territorial location, quantitative and qualitative characteristics, the key issues of geological exploration, the factors affecting the efficiency of oil recovery and the main oil industry challenges.…”
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CFD Modeling and Industrial Evaluation of a Cyclone Cascade for the Production of the HDPE Catalyst by Saeed Ovaysi

“…Two-phase computational fluid dynamics (CFD) simulations compute 90.2 % collection efficiency for the improved design. CFD simulations reveal using a cascade of four cyclones results in an overall 99.98 % collection efficiency. …”
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A versatile cell line for establishing potency of cell type-specific AAV transgenes by Refugio A. Martinez, Yemeserach M. Bishaw, Meagan A. Quinlan, Erin L. Groce, Bryan B. Gore, Ed S. Lein, John K. Mich, Boaz P. Levi

“…CRAAVR cells constitutively express the AAV receptor (AAVR) and an AAV-targeted CRISPR transactivator, and, as a result, exhibit high transduction efficiency and drive transgene expression from AAVs with cell type-specific regulatory elements. …”
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A framework for complex signal processing via synthetic biological operational amplifiers by Wenjun Cao, Lili Liu, Qingxu Sun, Yang Shan, Ye Chen

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Advanced Hyena Hierarchy Architectures for Predictive Modeling of Interest Rate Dynamics from Central Bank Communications by Tao Song, Shijie Yuan, Rui Zhong

“…This work offers a powerful and efficient new paradigm for handling ultra-long financial policy texts and demonstrates the effectiveness of integrating advanced sequence modeling, efficient fine-tuning, and domain adaptation techniques for extracting timely economic signals, with the aim to open new avenues for quantitative policy analysis and financial market forecasting.…”
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Drying of Saffron Petals as a Critical Step for the Stabilization of This Floral Residue Prior to Extraction of Bioactive Compounds by Inmaculada Criado-Navarro, Francisco Barba-Palomeque, Pedro Pérez-Juan, Carlos A. Ledesma-Escobar, Feliciano Priego-Capote

“…Vacuum evaporation (50 °C) and lyophilization were the most recommended strategies for efficiently isolating flavonoids. Therefore, drying saffron petals is crucial to ensure the efficient extraction of bioactive compounds.…”
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Perceptions of 3R implementation in European animal research: A systematic review, meta-analysis, and meta-synthesis of barriers and facilitators. by Edwin Louis-Maerten, Aoife Milford, David M Shaw, Lester D Geneviève, Bernice S Elger

“…<h4>Results</h4>17 publications were included (eight quantitative, seven qualitative, two mixed-methods). …”
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Army Air Defence in the Donbas in Spring 1943 (Case of 1257th Army Anti-Aircraft Air Defense Artillery Regiment) by Vyacheslav Terentev

“…The author, on the one hand, reconstructs the course of the combat action, and on the other, retraces the changes in the structure of a certain anti-aircraft artillery unit while estimating its efficiency in quantitative equivalents in different conditions. …”
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RECURRENT ANALYSIS OF ENERGY CONSUMPTION OF A METALLURGICAL ENTERPRISE by Anna Bakurova, Iryna Divocha, Kiyko Sergiy, Olesia Yuskiv

“…Confirmed on real data, the benefits of using the recursive analysis method for estimating electricity consumption, as well as more efficient modeling of this process, can lead to an increase in the accuracy of forecasting its future dynamics. …”
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Toward Small-Scale Wind Energy Harvesting: Design, Enhancement, Performance Comparison, and Applicability by Liya Zhao, Yaowen Yang

“…Also, efficiency enhancing methods are summarized from two aspects, that is, structural modification aspect and interface circuit improvement aspect. …”
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Development of a selection system for the colour of wardrobe furniture by Chengmin Zhou, Zhenyu Li, Jake Kaner, Chaoxia Leng

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Category semantic and global relation distillation for object detection by Yanpeng LIANG, Zhonggui MA, Zongjie WANG, Zhuo LI

“…Compared with other baseline methods, the proposed approach achieved competitive improvements in mean average precision without considerably increasing the number of parameters and FLOPS during distillation training, thereby striking a better balance between accuracy and efficiency.…”
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<i>Laws of thermodynamics and human health</i> by G. L. Apanasenko

“…The article states that the efficiency of intracellular energy as a manifestation of mitochondrial function (the final stage of solar energy transformation) indicates the organism’s resistance to external and internal negative influences. …”
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An Optimised CNN Hardware Accelerator Applicable to IoT End Nodes for Disruptive Healthcare by Arfan Ghani, Akinyemi Aina, Chan Hwang See

“…Addressing the challenges posed by constrained dataset sizes, compute-intensive AI algorithms, and hardware limitations, the approach presented in this paper leverages efficient image augmentation and pre-processing techniques to enhance both prediction accuracy and the training efficiency. …”
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Cluster expansion toward nonlinear modeling and classification by Adrian Stroth, Claudia Draxl, Santiago Rigamonti

“…By looking at CE through the lens of machine learning, we resolve this severe problem and introduce a nonlinear CE approach, yielding extremely accurate and computationally efficient results as demonstrated by distinct examples.…”
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Impact of robotic assistance on the learning curve in endovascular interventions: exploring the role of operator experience with the CorPath GRX system by Tatjana Dell, Marilia B. Voigt, Alexander Isaak, Alexander Boehner, Claus Pieper, Narine Mesropyan, Patrick Kupczyk, Julian Luetkens, Daniel Kuetting

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Optimization of Ultrasound-Assisted Extraction of Polyphenol Content from Zea mays Hairs (Waste) by Sarra Aourabi, Mouhcine Sfaira, Fatima Mahjoubi

“…The maximum extraction efficiency of the hydroethanolic extraction (31.37%) and the quantitative value of the polyphenol content (257.87 mg EAG/g extract) were obtained using a treatment time of 40 min, an ethanol:water (70 : 30), and a solvent/material ratio (11 mL/g). …”
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The Impact of Big Data on SME Performance: A Systematic Review by Mpho Kgakatsi, Onthatile P. Galeboe, Kopo K. Molelekwa, Bonginkosi A. Thango

“…BD adoption in SMEs led to significant improvements in operational efficiency, revenue generation, and competitiveness. …”
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Revolutionizing municipality performance evaluation: A dynamic network fusion of BSC and DEA by Yusof Chaharlang, Hamed Soleimani, Esmaeil Mehdizadeh, Alireza Alinejad

“…The combination of BSC and DEA was chosen because BSC offers a multidimensional framework for assessing performance from diverse perspectives, while DEA provides a quantitative tool for evaluating efficiency, particularly useful when dealing with multiple inputs and outputs. …”
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