Natural and Anthropogenic Determinants of Productivity, Emission Intensity and Environmental Efficiency of Central Asian Countries Against a Worldwide Background by Altyn Shayakhmetova, Dmitriy Il, Anargul Belgibayeva, Arkadiusz Sadowski, Natalia Genstwa-Namysł, Jagoda Zmyślona, Aigul Timurbekova, Ainagul Kaliyeva, Shynar Arynova, Irina Chidunchi, Kulbaram Bayazitova, Galiya Tumenova, Yerzhan Sagatbayev, Sergey Pashkov

“…As shown in this study, land productivity and environmental efficiency of production depend on natural factors, while the actual ability to meet each nation’s food needs depends on human activity, including primary measures taken to improve environmental efficiency within natural limits.…”
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Lithium-Ion Battery State of Health Estimation Based on CNN-LSTM-Attention-FVIM Algorithm and Fusion of Multiple Health Features by Guoju Liu, Zhihui Deng, Yonghong Xu, Lianfeng Lai, Guoqing Gong, Liang Tong, Hongguang Zhang, Yiyang Li, Minghui Gong, Mengxiang Yan, Zheng Ye

“…During the analysis and comparison process, CNN-LSTM-Attention-FVIM achieved a high fitting ability for battery SOH prediction estimation, with the mean absolute error (MAE) and root mean square error (RMSE) within 0.99% and 1.33%, respectively, reflecting the model’s high generalization ability and high prediction performance.…”
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Flow field and heat transfer characteristics in dimple pipe with different shape of dimples by Sajida Lafta Ghashim

“…Additionally , circular dimples have the ability to supply the lowest friction factor (f) when compared to other types of dimple. …”
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Energy Efficiency Strategy in D2D Cognitive Networks Using Channel Selection Based on Game Theory and Collaboration by Elena Romero, Javier Blesa, Alba Rozas, Alvaro Araujo

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Improving inverter efficiency for electric vehicles: Experimental validation of the neural network-based SHE technique using RT-LAB by Seyf Eddine Bechekir, Mokhtaria Jbilou, Mostefa Brahami, Fatima Zohra Boudjella, Imen Souhila Bousmaha, Mimouna Oukli, Said Nemmich

“…The study highlights the neural network-based SHE technique's advantages, including its ability to model complex systems, robustness to noisy data, and versatility. …”
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EVALUATION OF ORGANIC MATTER REMOVAL EFFICIENCY FROM PIGGERY WASTEWATER TREATMENT BY THE UPFLOW SLUDGE BLANKET FILTRATION (USBF) SYSTEM by Văn Thoại Mỹ, Nguyễn Minh Kỳ, Bùi Trâm Anh

“…USBF as an advanced biological process had a pollutants removal efficiency from piggery wastewater.…”
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Binarized Neural-Network Parallel-Processing Accelerator Macro Designed for an Energy Efficiency Higher Than 100 TOPS/W by Yusaku Shiotsu, Satoshi Sugahara

“…A binarized neural-network (BNN) accelerator macro is developed based on a processing-in-memory (PIM) architecture having the ability of eight-parallel multiply-accumulate (MAC) processing. …”
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LabOps: A flexible self-hosted workflow of open source tools for efficient collaboration within research laboratories. by Héctor D García-Verdugo, Cristian Román-Palacios

“…Effective collaboration, essential for success in academic environments, often requires efficient team communication and access to a team-oriented digital infrastructure. …”
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Effect of airflow rate and honeycomb channels addition on the efficiency of bagasse-fuelled top-lit updraft (TLUD) gasification stove by Clarissa Putri Sholeha, Muhammad Trifiananto, Mahros Darsin, Andi Sanata, Imam Sholahuddin, Ariyo Anindito

“…In addition to the fuel aspect, the ability of the gasification stove to produce good thermal efficiency depends on the stove design, such as stove type, stove dimensions, and combustion airflow rate. …”
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Efficient TD3 based path planning of mobile robot in dynamic environments using prioritized experience replay and LSTM by Yunhan Lin, Zhijie Zhang, Yijian Tan, Hao Fu, Huasong Min

“…The proposed method, named PL-TD3, integrates prioritized experience replay (PER) and long short-term memory (LSTM) neural networks, which enhance both sample efficiency and the ability to handle time-series data. …”
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Chemically Defined Conditions Mediate an Efficient Induction of Dental Pulp Pluripotent-Like Stem Cells into Hepatocyte-Like Cells by Carlos Gil-Recio, Sheyla Montori, Saddam Al Demour, Mera A. Ababneh, Eduard Ferrés-Padró, Carles Marti, Elvira Ferrés-Amat, Miguel Barajas, Ashraf Al Madhoun, Maher Atari

“…In this study, we report an efficient serum-free protocol to differentiate DPPSCs into functional hepatocyte-like cells. …”
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A Dual-Functional and Efficient MOF-5@MWCNTs Electrochemical Sensing Device for the Measurement of Trace-Level Acetaminophenol and Dopamine by Jianxia Gu, Shuting Lang, Zhanbin Jin, Tingting Wei

“…The design and construction of dual-functional and high-efficiency electrochemical sensors are necessary for quantitative detection. …”
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Opportunities to Increase the Efficiency of Universities’ Research and Innovation Activities: Scientometric Evaluation of Researchers' Work under External Information Constraints by Elvir Akhmetshin, Sergey Makushkin, Ilyоs Abdullayev, Alexey Yumashev, Artemiy Kozachek, Rustem Shichiyakh, Denis Shakhov

“…This allows increasing the efficiency of the scientometric evaluation of researchers under external information constraints. …”
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Increasing efficiency and sustainability: A comparative analysis of concrete 3D printing and traditional methods based on case studies by Karamara Merve, Bogdanski Moritz-Ole, Zöller Raphael, Albrecht Sophie Viktoria, Linner Thomas, Bock Thomas, Braml Thomas

“…Concrete 3D printing offers several significant advantages, including the ability to create complex geometries, increased material efficiency, faster build times and cost savings. …”
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Enhanced efficiency and security in cross-chain transmission of blockchain internet of ports through multi-feature-based joint learning by Zeqiang Xie, Xiaowei Zhang, Xinbing Liu

“…Abstract The rapid development of Blockchain Internet of Things (IoT) has intensified the need for efficient and secure cross-chain transmission across heterogeneous systems. …”
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Optimal AC Power Flow with Energy Storage and Renewable Energy: An Efficient RL Algorithm Capable of Handling Equality Constraints by Mingde Liu, Jianquan Zhu, Mingbo Liu

“…Second, the critic network is improved based on the IM method to increase the sample learning efficiency by improving the agent's understanding of state interdependencies. …”
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A nucleolus-predominant piggyBac transposase, NP-mPB, mediates elevated transposition efficiency in mammalian cells. by Jin-Bon Hong, Fu-Ju Chou, Amy T Ku, Hsiang-Hsuan Fan, Tung-Lung Lee, Yung-Hsin Huang, Tsung-Lin Yang, I-Chang Su, I-Shing Yu, Shu-Wha Lin, Chung-Liang Chien, Hong-Nerng Ho, You-Tzung Chen

“…Instead a 3-4 fold increase in piggyBac transposition efficiency is reproducibly observed in mouse and human cells.…”
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Increasing Nebulizer Spray Efficiency Using a Baffle with a Conical Surface: A Computational Fluid Dynamics Analysis by Hung-Chieh Wu, Fu-Lun Chen, Yuan-Ching Chiang, Yi-June Lo, Chun-Li Lin, Wei-Jen Chang, Haw-Ming Huang

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An Efficient Model for Leafy Vegetable Disease Detection and Segmentation Based on Few-Shot Learning Framework and Prototype Attention Mechanism by Tong Hai, Yuxin Shao, Xiyan Zhang, Guangqi Yuan, Ruihao Jia, Zhengjie Fu, Xiaohan Wu, Xinjin Ge, Yihong Song, Min Dong, Shuo Yan

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A Microsimulation-Based Methodology for Evaluating Efficiency and Safety in Roundabout Corridors: Case Studies of Pisa (Italy) and Avignon (France) by Lorenzo Brocchini, Antonio Pratelli, Didier Josselin, Massimo Losa

“…While previous studies have addressed localized inefficiencies or proposed isolated interventions, this paper introduces possible replicable methodology based on a microsimulation and surrogate safety analysis to evaluate roundabout corridors as integrated systems. In this context, efficiency refers to the ability of a road corridor to maintain stable traffic conditions under a given demand scenario, with low delay times corresponding to acceptable levels of service. …”
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