Part B: Innovative Data Augmentation Approach to Boost Machine Learning for Hydrodynamic Purposes—Computational Efficiency by Hamed Majidiyan, Hossein Enshaei, Damon Howe, Eric Gubesch

“…We previously highlighted the sensitivity of trained models to noise, the importance of computational efficiency, and the need for feature engineering/compactness in hydrodynamic models due to the stochastic nature of waves. …”
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Analysis of Performance and Energy Efficiency for Multi-User Mimo 6G Network Using Beamforming Methods by Muhammad Farhan Haikal, Yunida Yunida, Nasaruddin Nasaruddin

“… This paper addresses the challenge of high energy consumption in sixth-generation (6G) multi-user multiple-input multiple-output (MU-MIMO) networks by analyzing how different beamforming techniques impact network performance and energy efficiency. …”
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An Efficient and Low-Complexity Transformer-Based Deep Learning Framework for High-Dynamic-Range Image Reconstruction by Josue Lopez-Cabrejos, Thuanne Paixão, Ana Beatriz Alvarez, Diodomiro Baldomero Luque

“…The computational cost indicated that the architecture was significantly more efficient than other Transformer-based approaches for reconstruction. …”
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An Efficient In Vitro Plantlet Regeneration from Shoot Tip Cultures of Curculigo latifolia, a Medicinal Plant by Nahid Babaei, Nur Ashikin Psyquay Abdullah, Ghizan Saleh, Thohirah Lee Abdullah

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Designing Cost- and Energy-Efficient Cell-free Massive MIMO Network with Fiber and FSO Fronthaul Links by Pouya Agheli, Mohammad Javad Emadi, Hamzeh Beyranvand

“…Herein, we have derived achievable rates and studied the network's energy efficiency in the presence of power consumption models at the APs and fronthaul links. …”
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Investigation of a Novel Common Subexpression Elimination Method for Low Power and Area Efficient DCT Architecture by M. F. Siddiqui, A. W. Reza, J. Kanesan, H. Ramiah

“…A wide interest has been observed to find a low power and area efficient hardware design of discrete cosine transform (DCT) algorithm. …”
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Enhancing Phase Change Material Efficiency in Wavy Trapezoidal Cavities: A Numerical Investigation of Nanoparticle Additives by Ilias Benyahia, Aissa Abderrahmane, Yacine Khetib, Mashhour A. Alazwari, Obai Younis, Abdeldjalil Belazreg, Samir Laouedj

“…This study numerically investigates the enhancement of thermal efficiency in LHTESSs using nano-enhanced PCM (NePCM), composed of paraffin wax embedded with copper (Cu) nanoparticles. …”
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Efficient Production Process for Food Grade Acetic Acid by Acetobacter aceti in Shake Flask and in Bioreactor Cultures by Hassan M. Awad, Richard Diaz, Roslinda A. Malek, Nor Zalina Othman, Ramlan A. Aziz, Hesham A. El Enshasy

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Signatures from the observed jet power and the radiative efficiency for rotating black holes in loop quantum gravity by Zhengwei Cheng, Songbai Chen, Jiliang Jing

“…Abstract We investigate the radiative efficiency and jet power in the spacetime of a rotating black hole within the framework of loop quantum gravity (LQG), which includes an additional LQG parameter. …”
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Performance efficiency and energy harvesting of single and multi-duck WEC under diverse geometrical and operational scenarios by Mostafa Jafarzadeh Khatibani, Hassan Ghassemi, Mahmoud Ghiasi, Guanghua He

“…The aim is to identify the most suitable WEC size for the most probable wave condition of the Astara port in the Caspian Sea while obtaining the optimum power take-off (PTO) damping coefficient for different geometry ratios (GRs). The power extraction and performance efficiency are then calculated at various wave heights and periods, considering both two-way and one-way PTO systems. …”
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A data-driven approach for predicting remaining intra-surgical time and enhancing operating room efficiency by Saleem Ramadan, Mohammad Abu-Shams, Sameer Al-Dahidi, Ibrahim Odeh, Najat Almasarwah

“…Purpose: Efficient scheduling in Operating Rooms (ORs) is essential for optimizing corresponding costs and enhancing customer satisfaction in healthcare systems. …”
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Toolkit for the efficient articulation of sustainable strategies with design and management methodology used by AECO industry in Latin America by Carolina Valbuena-Bermúdez, Claudia Bengoa-Alvarez

“…This document studies the sustainable construction progress in five Latin American countries, analyzing climatic, regulatory and socioeconomic aspects, with the aim of increasing processes efficiency towards better sustainable constructions. …”
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TOCILIZUMAB IN THE TREATMENT OF CHILDREN WITH SYSTEMIC JUVENILE ARTHRITIS: ANALYSIS OF FACTORS INFLUENCING THE THERAPY EFFICIENCY IN THE LONG TERM by M. I. Kaleda, I. P. Nikishina

“…Methods: We examined children with SJA (n =49) who received tocilizumab from November 2009 to June 2014. The therapy efficiency was evaluated according to the ACRpedi criteria. …”
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Improved Energy Efficient Anytime Optimistic Algorithm for PEGASIS to Extend Network Lifetime in Homogeneous and Heterogeneous Networks by Tadele A. Abose, Venumadhav Tekulapally, Samuel T. Daka, Diriba C. Kejela, Alemayehu E. Duguma, Desalegn T. Degaga

“…This study introduces an enhanced version of the PEGASIS algorithm, termed the improved energy efficient anytime optimistic (IEE AO) protocol, designed to improve energy efficiency in wireless sensor networks (WSNs). …”
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A fair and efficient two-step procedure for sugarcane properties prediction based on near-infrared spectra by Luiz Alexandre Peternelli, Andréa Carla Bastos Andrade, Cristina Silva Dias, Reinaldo Francisco Teófilo

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Enhancement effect of urea toward electroporation-mediated plasmid transfection efficiency in the HEK-293 cell line by Mahshid Mowla, Gilar Gorji-Bahri, Hamid Reza Moghimi, Atieh Hashemi

“…Unsatisfactory transfection efficiency and low cell viability are the major drawbacks of electroporation. …”
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Hybrid lion and exponential PSO-based metaheuristic clustering approach for efficient dynamic data stream management by M. Ananthi, K. Valarmathi, A. Ramathilagam, R. Praveen

“…It adopted different methods of stochastic optimization and deterministic clustering techniques for centring the clusters in an optimal manner. …”
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A Safe and Efficient Brain–Computer Interface Using Moving Object Trajectories and LED-Controlled Activation by Sefa Aydin, Mesut Melek, Levent Gökrem

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Federated Learning for Real-Time Demand Response by Data Centers Toward Energy Efficiency and Privacy Preservation by Mohannad Alhazmi, Alexis Pengfei Zhao, Wanzi Li, Chenlu Yang

“…Our novel method utilizes real-time data to generate effective and efficient actions in response to operational demands, in compliance with energy conservation and stringent privacy standards. …”
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Enhancing Clustering Efficiency in Heterogeneous Wireless Sensor Network Protocols Using the K-Nearest Neighbours Algorithm by Abdulla Juwaied, Lidia Jackowska-Strumillo, Artur Sierszeń

“…This paper introduces a novel approach to improve energy efficiency, reduce the length of network connections, and increase network lifetime in heterogeneous Wireless Sensor Networks by employing the K-Nearest Neighbours (KNN) algorithm to optimise node selection and clustering mechanisms for four protocols: Low-Energy Adaptive Clustering Hierarchy (LEACH), Stable Election Protocol (SEP), Threshold-sensitive Energy Efficient sensor Network (TEEN), and Distributed Energy-efficient Clustering (DEC). …”
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