Porous biochar supported PET plastic waste MOF heterostructure as a novel, efficient and recyclable catalyst for acetaminophen degradation by Sivakumar Vigneshwaran, Do-Gun Kim, Seok-Oh Ko

“…UV–Vis DRS, Mott-Schottky, Photoluminescence(PL), and Electrochemical Impedance spectra(EIS) results showed that the PZM/BC exhibited efficient spatial separation and transportation of photogenerated charge carriers and exhibited superior photocatalytic ability. …”
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An Efficient Bidirectional Android Translation Prototype for Yemeni Sign Language Using Fuzzy Logic and CNN Transfer Learning Models by Mogeeb A. A. Mosleh, Abdu H. Gumaei

“…The fuzzy matching score model efficiently solves the issues of synonym words and spelling typo errors and provides a fast translation approach. …”
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Adaptive AI-enhanced computation offloading with machine learning for QoE optimization and energy-efficient mobile edge systems by Dinesh Kumar Nishad, Vandna Rani Verma, Pushkar Rajput, Sandeep Gupta, Anurag Dwivedi, Dharti Raj Shah

“…Abstract Mobile Edge Computing (MEC) systems face critical challenges in optimizing computation offloading decisions while maintaining quality of experience (QoE) and energy efficiency, particularly in dynamic multi-user environments. …”
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Salp Navigation and Competitive based Parrot Optimizer (SNCPO) for efficient extreme learning machine training and global numerical optimization by Oluwatayomi Rereloluwa Adegboye, Afi Kekeli Feda, Ghanshyam G. Tejani, Aseel Smerat, Pankaj Kumar, Ephraim Bonah Agyekum

“…The traditional Parrot Optimizer (PO) is an efficient swarm-based technique; however, it suffers from inadequate adaptability in transitioning between exploration and exploitation, limiting its ability to escape local optima. …”
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Variational quantum circuit-based quantum machine learning approach for predicting corrosion inhibition efficiency of pyridine-quinoline compounds by Muhamad Akrom, Supriadi Rustad, Hermawan Kresno Dipojono

“…This work used a variational quantum circuit (VQC) in conjunction with a quantitative structure-property relationship (QSPR) model to completely investigate the corrosion inhibition efficiency (CIE) displayed by pyridine-quinoline compounds acting as corrosion inhibitors. …”
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Optimizing downlink of CR-NOMA resource allocation: A fairness index approach to balancing system performance and energy efficiency by Nahla Nur Elmadina, Rashid A. Saeed, Elmustafa Sayed Ali, Elsadig Saeid, Rania A. Mokhtar

“…Simulations demonstrate that FIAR improves energy efficiency by up to 8 % compared to state-of-the-art techniques, highlighting its ability to enhance fairness and system performance. …”
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Efficient 3D convolutional neural networks for Sentinel-2 land cover classification with limited ground truth data by Gabriel A. Carneiro, Jan Svoboda, António Cunha, Joaquim J. Sousa, Přemysl Štych

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Boosting mechanical durability under high humidity by bioinspired multisite polymer for high-efficiency flexible perovskite solar cells by Zhihao Li, Chunmei Jia, Zhi Wan, Junchao Cao, Jishan Shi, Jiayi Xue, Xirui Liu, Hongzhuo Wu, Chuanxiao Xiao, Can Li, Meng Li, Chao Zhang, Zhen Li

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Efficient Small Object Detection You Only Look Once: A Small Object Detection Algorithm for Aerial Images by Jie Luo, Zhicheng Liu, Yibo Wang, Ao Tang, Huahong Zuo, Ping Han

“…Moreover, existing object detection algorithms have a large number of parameters, posing a challenge for deployment on drones with limited hardware resources. We propose an efficient small-object YOLO detection model (ESOD-YOLO) based on YOLOv8n for Unmanned Aerial Vehicle (UAV) object detection. …”
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High-Efficiency SERS of 4-Mercaptobenzoic Acid and Biphenyl-4,4′-Dithiol via Nanoparticle-on-Mirror Plasmonic Nanocavities by Wangze Li, Yifan Zhu, Jinze Li, Lei Guo, Xilin Zhou, Xin Xie, Zhengkun Fu, Huan Chen, Hairong Zheng

“…Plasmonic nanocavities have the ability to superdiffract localized light and enhance light-matter interactions. …”
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Light‐Controlled Magnetic Properties: An Energy‐Efficient Opto‐Mechanical Control over Magnetic Films by Liquid Crystalline Networks by Gabriele Barrera, Daniele Martella, Federica Celegato, Neri Fuochi, Marco Coïsson, Camilla Parmeggiani, Diederik S. Wiersma, Paola Tiberto

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Micro-Size Layers Evaluation of CIGSe Solar Cells on Flexible Substrates by Two-Segment Process Improved for Overall Efficiencies by Jiajer Ho, Da-Ming Yu, Jen-Chuan Chang, Jyh-Jier Ho

“…., with a 0.95 CGI ratio) can be obtained, it can be seen that the Cu-rich film exhibits the ability to significantly promote grain growth and can effectively reduce its trap state density. …”
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A Resource-Efficient Time-Domain-Based Algorithm to Estimate Respiration Rate From Single-Lead ECG Signal by G. B. Krishnapriya, R. N. Ponnalagu, Sanket Goel

“…This study introduces a novel, computationally efficient time-domain (TD) algorithm for accurate breath rate (BR) estimation from single-lead ECG signals, designed for wearable devices. …”
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Empirical Evaluation and Scalability Analysis of Proof of Team Sprint (PoTS): Reward Fairness, Energy Efficiency, and System Stability by Naoki Yonezawa

“…These findings suggest that PoTS is a viable alternative to traditional PoW, offering a more decentralized, fair, and energy-efficient approach to achieving blockchain consensus. …”
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Enhancing Stability and Efficiency in Mobile Ad Hoc Networks (MANETs): A Multicriteria Algorithm for Optimal Multipoint Relay Selection by Ayoub Abdellaoui, Yassine Himeur, Omar Alnaseri, Shadi Atalla, Wathiq Mansoor, Jamal Elmhamdi, Hussain Al-Ahmad

“…These networks operate in highly dynamic environments, which can compromise their ability to guarantee consistent link lifetimes, security, reliability, and overall stability. …”
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Revolutionizing clean energy labs: Robotic imitation learning for efficient fabrication AI-powered electrical units assembly platform by Xi Xu, Yijun Gu, Tianyi Zhang, Jiwen Yu, Stephen Skinner

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Enhancing MPPT optimization with hybrid predictive control and adaptive P&O for better efficiency and power quality in PV systems by Benabdallah Naima, Belabbas Belkacem, Tahri Ahmed, Habib Benbouhenni, Bouddou Riyadh, Heroual Samira, Zaidi Sarra, Z. M. S. Elbarbary, Salman Arafath Mohammed

“…The effectiveness, efficiency, and performance were studied under different operating conditions. …”
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Microencapsulation Efficiency of DCOIT Biocide in the TPM/SiO₂ System and a Study of Their Acute Toxicity by Assem Issayeva, Saule Aidarova, Galiya Madybekova, Seitzhan Turganbay, Alpamys Babayev, Miras Issakhov, Altynay Sharipova, Reinhard Miller, Botagoz Mutaliyeva

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Manipulating Electronic Effect of Nitrogen Donor-Based Ligands for Efficient Complexation and Separation of Palladium from Highly Acidic Solution by Yuyang Gan, Yimin Cai, Song Huang, Xiaowei Li, Wen Feng, Lihua Yuan

“…Notably, L-I exhibits the highest extraction efficiency at low acidities (≤1 M HNO₃) but the lowest extraction at high acidities (≥3 M HNO₃), whereas L-III shows the poorest efficiency at low acidities but the best performance at high acidities. …”
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Optimizing DSSCs Performance for Indoor Lighting: Matching Organic Dyes Absorption and Indoor Lamps Emission Profiles to Maximize Efficiency by Giorgia Salerno, Daniele Franchi, Alessio Dessì, Matteo Bartolini, Norberto Manfredi, Alessandro Abbotto, Ottavia Bettucci

“…Among the various technologies available for obtaining energy in indoor conditions, Dye‐Sensitized Solar Cells (DSSCs) stand out as the most promising due to their ability to efficiently convert ambient light into usable electricity. …”
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