Energy Efficiency and Fairness in Large Scale Systems Using RSMA by Usman Ali, Luca De Nardis, Maria-Gabriella Di Benedetto

“…We propose a novel approximation of the RSMA sum rate under limited feedback conditions and develop an optimal power allocation strategy that dynamically switches between RSMA and SDMA to maximize energy efficiency and system performance. Additionally, a robust Minimum Mean Square Error (MMSE) based precoding method is introduced to mitigate the effects of imperfect CSIT in private streams of RSMA. …”
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Learning Energy-Efficient Transmitter Configurations for Massive MIMO Beamforming by Hamed Hojatian, Zoubeir Mlika, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau

“…Hybrid beamforming (HBF) and antenna selection are promising techniques for improving the energy efficiency (EE) of massive multiple-input multiple-output (mMIMO) systems. …”
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Exercise Capacity and Ventilatory Efficiency in Patients With Pulmonary Arterial Hypertension by Kazuki Tobita, Ayumi Goda, Koji Teruya, Yuichiro Nishida, Kaori Takeuchi, Hanako Kikuchi, Takumi Inami, Takashi Kohno, Syoichi Tashiro, Shin Yamada, Toru Satoh, Kyoko Soejima

“…The exercise capacity, indicated by the 6‐minute walk distance and peak oxygen consumption, and the ventilatory efficiency, indicated by the minute ventilation versus carbon dioxide output slope, were assessed using cardiopulmonary exercise testing with a right heart catheter. …”
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Increasing Solar cell Efficiency using Quantum Dot Sensitization by Parashar Komal, Bobba Phaneendra babu, Samyuktha Penta, Fallah Mohammed Hussein, Chauhan Sanjay Singh, Verma Vikas, Rathour Abhinav, Gupta Manish

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Mechanisms for Improving Business Efficiency in the Context of Innovative Economic Development by Z. T. Satpayeva, Zh. K. Abzhan, G. B. Nurlikhina, I. Y. Kozhamkulova

“…In the course of the research, general methods of Economic Science deduction, induction and logical structuring and grouping, comparison and statistical methods were used. …”
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Improving the Efficiency of Photovoltaic Panels Using Machine Learning Approach by Rashmita Khilar, G. Merlin Suba, T. Sathesh Kumar, J. Samson Isaac, Santaji Krishna Shinde, S. Ramya, V. Prabhu, Kuma Gowwomsa Erko

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Efficiency in health care: connecting economic evaluations with implementation objectives by Todd H. Wagner, Ties Hoomans, Ramzi G. Salloum, Douglas E. Levy

“…Abstract Introduction Economic evaluations are helpful for efficient resource use. This paper aims to clarify the relationship between economic evaluation methods and two types of health care efficiency, aiding implementation scientists in selecting the appropriate approach for their research. …”
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A Transformer-based Approach for aAnomaly Detection in Wire eElectrical Discharge by Waleed Hammed, Ameer H. Al-Rubaye, Bashar S. Bashar, Merzah Kareem Imran, Mustafa Ghanim Rzooki, Ali Mohammed Hashesh

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Mamba and cross-channel aggregation for efficient multispectral image compression by Jingang Wang, Qizhi Fang, Jiahui Liu, Lili Zhang

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Experimental Investigation of the Transmission Efficiency of In-line Low Pulse Pulsing CVT by Zheng Zongxi, Liu Kaichang

“…The transmission efficiency of the CVT and output torque is linear relationship within the allowable range.…”
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Reasearch of Energy use efficiency for maize production systems in Izeh, Iran by SH. LORZADEH, A. MAHDAVIDAMGHANI, M. R. ENAYATGHOLIZADEH, M. YOUSEFI

“…The highest share of energy consumed was recorded for N fertilizer (20.80%) which is a nonrenewable resource. Output energy was 102.973 MJ.ha-1. Accordingly, energy use efficiency (output-input ratio) was 2.97, energy productivity calculated as 0.20 kg.MJ-1 and net energy was observed as 68.333 MJ.Kg-1. …”
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Determinants of Technical Efficiency in Indonesian Manufacturing: The Case of Motor-Vehicle Firms by Kevin Fernanda Prasethea, S Suyanto, Made Siti Sundari

“…The technical efficiency scores are calculated using Data Envelopment Analysis (DEA) and the estimation on the determinants employs the panel data method. …”
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DEFINITION OF NORMALIZED ENERGY EFFICIENCY INDICES OF RESISTIVE TWO-PORT NETWORKS by Penin A.A.

“…The aim of the work was analysis of efficiency indices of power converters on the basis of various expressions of input and output power and power losses. …”
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Spatiotemporal evolution of green development efficiency based on nighttime light data by Yunxiao Wang, Yapeng Li, Zhijie Li, Ke Cheng

“…Enhancing Green Development Efficiency (GDE) performance is pivotal for achieving high-quality development in China. …”
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An Evaluation Study on Investment Efficiency: A Predictive Machine Learning Approach by Weiwei Hao, Hongyan Gao, Zongqing Liu

“…It is different from the traditional method based on machine learning, such as linear regression, structural equation, clustering, and principal component analysis; this paper uses a regression prediction method to analyze investment efficiency. …”
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Efficiency Evaluation in Indonesia's Quarrying Industry Using Variable Combinations DEA by Erni Puspanantasari Putri, Ivan A. Parinov, Chuleeporn Wongloucha

“…DEA applies multiplies the input and output variables for analyzing the efficiency but does not provide guidance in selecting those variables. …”
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A NONPARAMETRIC ANALYSIS OF INVESTMENT BANKS' EFFICIENCY IN THE CURRENT GLOBAL CRISIS by TEODORA CRISTINA BARBU, NICOLAE DARDAC, IUSTINA ALINA BOITAN

“…To this end, we have applied a nonparametric method, called Data Envelopment Analysis, which allows obtaining the efficiency scores for each financial institution considered. …”
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A simple and efficient algorithm for genome‐wide homozygosity analysis in disease by Wei Liu, Jinhui Ding, Jesse Raphael Gibbs, Sue Jane Wang, John Hardy, Andrew Singleton

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Conformal prediction across scales: Finite-sample coverage with hierarchical efficiency by Ali Baheri, Marzieh Amiri Shahbazi

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Efficient Manufacturing of Steerable Eversion Robots with Integrated Pneumatic Artificial Muscles by Thomas Mack, Cem Suulker, Abu Bakar Dawood, Kaspar Althoefer

“…Previous research has explored the use of pneumatic artificial muscles mounted externally on the robot’s body, which, when contracting, induce directional bending. However, this method only offers limited bending performance. To enhance maneuverability, pneumatic artificial muscles embedded in between the walls of double-walled eversion robots have also been considered and shown to offer superior bending performance and force output as compared to externally attached muscle. …”
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