Degradation of low-density polyethylene by a novel strain of bacteria isolated from the plastisphere of marine ecosystems by F.A. Febria, A. Syafrita, A. Putra, H. Hidayat, C. Febrion

“…Biodegradation is an efficient, environmentally friendly, and sustainable option to overcome these problems. …”
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Natural killer cells: origin, phenotype, function by E. V. Tyshchuk, V. A. Mikhailova, S. A. Selkov, D. I. Sokolov

“…In general, a variety of mechanisms that regulate the activity of NK cells may complement the specific functions of lymphocytes, thus making the immune system more efficient.…”
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Energy management in networked microgrids: A comparative study of hierarchical deep learning and predictive analytics techniques by Nima Khosravi, Adel Oubelaid, Youcef Belkhier

“…The management of renewable energy is one of the most important areas in the ability to use resources efficiently and ensure stability in the production of energy and the grid. …”
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Bayesian Reinforcement Learning for Adaptive Balancing in an Assembly Line With Human-Robot Collaboration by Hyun-Rok Lee, Sanghyun Park, Jimin Lee

“…In human-robot collaboration (HRC), the adaptation ability of automated robots is critical for efficient collaboration. …”
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TMAR: 3-D Transformer Network via Masked Autoencoder Regularization for Hyperspectral Sharpening by Zeinab Dehghan, Jingxiang Yang, Mehran Yazdi, Abdolraheem Khader, Liang Xiao

“…Transformers have shown high efficiency in vision tasks due to their ability to learn global and long-range information. …”
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Development of a Lentiviral Reporter System for In Vitro Reprogramming of Astrocytes to Neuronal Precursors by Anna Schnaubelt, Guoli Zheng, Maryam Hatami, Johannes Tödt, Hao Wang, Thomas Skutella, Andreas Unterberg, Klaus Zweckberger, Alexander Younsi

“…We also highlight limitations in co-transduction efficiency and potential silencing of the reporter system during reprogramming. …”
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A Data-Driven Approach to Aircraft Engine MRO Using Enhanced ANNs Based on FMECA by Idriss Dagal, Bilal Erol, Wulfran Fendzi Mbasso, Ambe Harrison, Alpaslan Demirci, Umit Cali

“…AI-driven predictive maintenance, combined with Reliability Engineering, enhances efficiency but typically lacks integration with systematic reliability assessment frameworks, limiting its ability to prioritize critical failures. …”
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Synthesis and photocatalytic activity of TiO2 on phenol degradation by Muhamad Diki Permana, Atiek Rostika Noviyanti, Putri Rizka Lestari, Nobuhiro Kumada, Diana Rakhmawaty Eddy, Iman Rahayu

“… Photocatalysis has the ability to degrade phenols into other compounds which are relatively non-toxic to the environment. …”
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A Fast and Fine‐Resolution Location Method for Lightning Channels Based on Time Series Segmented Feature of Low Frequency Signal by Jingxuan Wang, Yang Zhang, Yanfeng Fan, Yijun Zhang, Dong Zheng, Weitao Lyu

“…Compared with the location results of the other three existing methods for a lightning event, the new method achieves the highest matching efficiency of 28.4% and demonstrates fine channel location capability. …”
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Development of Electrode of Electric Impulse Chamber for Coal Grinding by Ayanbergen Kairbekovich Khassenov, Dana Zhilkibaevna Karabekova, Madina Muratovna Bolatbekova, Arystan Satybaldinovich Kudussov, Serik S. Kassymov, Lyubov Vasilyevna Chirkova

“…The main advantages of electropulse technology are grinding efficiency, reduced high environmental impact (no need for chemical reagents and waste minimization), and the ability to produce coal powder with improved porosity and a larger surface area. …”
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Molecular dynamics of photosynthetic electron flow in a biophotovoltaic system by Jianqi Yuan, Jens Appel, Kirstin Gutekunst, Bin Lai, Jens Olaf Krömer

“…This process simultaneously serves as an electron sink and enhances the efficiency of water photolysis compared to conventional electrochemical water splitting. …”
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GSD-SSR: an integrated framework for power analysis in IRB proposals using group sequential design and sample size re-estimation by Yuxi Zhu, Yuxi Zhu, Shi Du, Peihe Xia, Peihe Xia

“…By incorporating GSD-SSR into the power analysis of IRB proposals, researchers can significantly increase the likelihood of successful clinical studies while enhancing budget efficiency and optimizing timelines.…”
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The Innovative Design and Performance Testing of a Mobile Robot for the Automated Installation of Spacers on Six-Split Transmission Lines by Jie Pan, Yongfeng Cheng, Chunhua Hu, Ming Jiang, Yong Ma, Fanhao Meng, Qiang Shi

“…In order to improve the operating efficiency of the robot, the storage and feeding device of the six spacers was designed. …”
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Seismic Vulnerability Assessment of Existing Ground-Supported Liquid Storage Tanks with Deformed Shells by Raihan Rahmat Rabi, Giorgio Monti

“…The framework is built around the development of a simplified two-degree-of-freedom (2DoF) system, specifically designed to enable efficient probabilistic analysis through incremental dynamic analysis. …”
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Artificial Optimizer Algorithm for Power System Stabilizer design problem and multidisciplinary engineering applications by Narinder Singh, Mandeep Kaur, Essam H. Houssein

“…The results validate that VROA can offer efficient and accurate optimal solutions in evaluation with recent metaheuristics.…”
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From Vision to Reality: The Use of Artificial Intelligence in Different Urban Planning Phases by Frank Othengrafen, Lars Sievers, Eva Reinecke

“…In an urban context, the use of artificial intelligence (AI) can help to categorise and analyse large amounts of data quickly and efficiently. The AI approach can make municipal administration and planning processes more efficient, improve environmental and living conditions (e.g., air quality, inventory of road damages, etc.), or strengthen the participation of residents in decision-making processes. …”
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Mannan-Modified PLGA Nanoparticles for Targeted Gene Delivery by Fansheng Kong, Linfu Ge, Ximin Liu, Ning Huang, Fang Zhou

“…The in vivo data from flow cytometry analysis showed that MAN-DNA-NPs displayed a remarkably higher transfection efficiency (39%) than non-modified DNA-NPs (25%) and Lipofectamine 2000-DNA (23%) in KCs. …”
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Joint Fault Diagnosis of IGBT and Current Sensor in LLC Resonant Converter Module Based on Reduced Order Interval Sliding Mode Observer by Xi Zha, Wei Feng, Xianfeng Zhang, Zhonghua Cao, Xinyang Chen

“…However, malfunctions in the switching transistor or current sensor can hinder the converter’s ability to maintain a resonant state and stable output voltage, leading to a notable reduction in system efficiency and output capability. …”
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Particle Removal and Antibacterial of Nanofiber Doped with Metal and Ions Prepared by Electrospinning by Ying-Chi Jiang, Hope T. Cayron, Yu-Chen Cheng, Alvin R. Caparanga, Chang-Tang Chang

“…The experimental results show that the filtration efficiency of the composite fiber can reach 99%, and the composite fiber sprayed with a self-made antibacterial liquid has the best antibacterial ability.…”
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Adapting SAM2 Model from Natural Images for Tooth Segmentation in Dental Panoramic X-Ray Images by Zifeng Li, Wenzhong Tang, Shijun Gao, Yanyang Wang, Shuai Wang

“…We employ adapter modules to fine-tune the SAM2 model and introduce ScConv modules and gated attention mechanisms to enhance the model’s semantic understanding and multi-scale feature extraction capabilities for medical images. In terms of efficiency, we utilize knowledge distillation, using the fine-tuned SAM2 model as the teacher model for distilling knowledge to a smaller model named LightUNet. …”
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