Functional assembly of surface microbiota of Ulva fasciata improves nutrient absorption efficiency and growth by Han Wang, De-hua Li, Jing-ru Wang, Rong Wang, Chang-li Liang, Zhong Hu, Jun-he Liu

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Evaluation of Carbon Emission Efficiency and Analysis of Influencing Factors of Chinese Oil and Gas Enterprises by Pengtai Li, Yanqiu Wang, Junqiao Liu, Mingxin Liang

“…There are significant differences in the annual average values of carbon emission efficiency among these enterprises, with obvious disparities observed between different categories. …”
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Efficient control strategy for electric furnace temperature regulation using quadratic interpolation optimization by Serdar Ekinci, Davut Izci, Veysel Gider, Laith Abualigah, Mohit Bajaj, Ievgen Zaitsev

“…The results show that QIO-RPIDD2 achieves superior performance, adapts quickly to different reference temperatures and performs excellently on key performance indicators. …”
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Quantitative Criteria for Solvent Selection in Liquid-Phase Exfoliation: Balancing Exfoliation and Stabilization Efficiency by Shunnian Wu, W. P. Cathie Lee, Hashan N. Thenuwara, Ping Wu

“…These results establish a quantitative framework for solvent selection, enhancing the efficiency of the LPE processes.…”
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Design of High-Efficiency Jet Lift Enhancement for Flaps Under Propeller Slipstream Influence by Yan Shao, Wanbo Wang, Jiao Sun, Wenyi Chen, Xinhai Zhao, Jiaxin Pan

“…To establish design principles for efficient lift enhancement via jet flow under the influence of slipstream, wind tunnel experiments are conducted on a wing with propeller slipstream and jet flow. …”
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Impact of the Adjustment of Maximum Order Volume on Pricing Efficiency of Stock Index Futures in China by Liang Wang, Tingjia Xu, Longhao Qin, Xianyan Xiong

“…Finally, the dynamic factor analysis method is used to quantify the pricing efficiency based on the probability of informed trading and the characteristics of limit order book, and the influence of the event on the pricing efficiency of stock index futures market is discussed. …”
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Investigating the Hydraulic Efficiency of the Labyrinth Weir Using the Flow3D Numerical Method by R. Daneshfaraz, M. Majedi Asl, T. OmidPour Alavian

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PRISM-Med: Parameter-Efficient Robust Interdomain Specialty Model for Medical Language Tasks by Jieui Kang, Hyungon Ryu, Jaehyeong Sim

“…Language Models (LMs) have shown remarkable potential in healthcare applications, yet their widespread adoption faces challenges in achieving consistent performance across diverse medical specialties while maintaining parameter efficiency. Current approaches to fine-tuning language models for medical tasks often require extensive computational resources and struggle with managing specialized medical knowledge across different domains. …”
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How to supply more solar energy to reactive sites for highly efficient artificial photosynthesis by Yasuhiko Takeda, Takeshi Morikawa

“…In this Review, we discuss the means to improve the efficiencies of the first step. The steadiest means is to split solar spectrum into plural ranges using plural light-absorbing materials with different bandgaps. …”
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Optimization of Transformation Efficiency of Suspension Cultured Vitis vinifera cv. Chardonnay Embryogenic Cells by Jiao WU, Ya-li ZHANG, Rong-rong HE, Lei ZHU, Chao-xia WANG, Xia XU, Jiang LU

“…After optimization, transformation efficiency was 26.2% and there were no interactions among different factors.…”
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Development and optimization of an efficient RNA isolation protocol from bovine (Bos indicus) spermatozoa by Sofi Imran Ul Umar, Sushil Prasad, Soumen Naskar, Pooja Chowdhury, Anju Rana, Pranab Jyoti Das

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New Architecture towards Ultrathin CdTe Solar Cells for High Conversion Efficiency by A. Teyou Ngoupo, S. Ouédraogo, F. Zougmoré, J. M. B. Ndjaka

“…We found that a few nanometers (about 5 nm) of CdTe1-xSx layer is sufficient to obtain high conversion efficiency. For BSR layer, different materials with large band gap, such as ZnTe, Cu2Te, and p+-CdTe, have been used in order to reduce minority carrier recombination at the back contact. …”
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Improving maintenance efficiency and controlling costs in healthcare institutions through advanced analytical method by Kun Li, Lei Su, Jing Cheng, Yinyan Sun, Xinghua Ma

“…Abstract This study aims to address the shortage of manpower and resources in the medical engineering departments of healthcare institutions while efficiently executing medical equipment maintenance and achieving controllable maintenance costs. …”
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TDNN achitecture with efficient channel attention and improved residual blocks for accurate speaker recognition by Wenzao Li, Sai Yao, Bing Wan, Linsong Xiao, Chengyu Hou, Yanchuan Zhong, Wengang Zhou

“…Facilitating the integration of information from different scales and channels, resulting in more refined feature representations. …”
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Efficient detection of highway pavement cracks using computer vision-based MSFNet model by Zhengfa Jiang, Danlan Li, Ting Zhao, Mingxing Gao

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UAV data and deep learning: efficient tools to map ant mounds and their ecological impact by Jérémy Monsimet, Sofie Sjögersten, Nathan J. Sanders, Micael Jonsson, Johan Olofsson, Matthias Siewert

“…We evaluate the detectability from UAV imagery using a deep learning model for object detection and different combinations of RGB, thermal and multispectral sensor data. …”
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Comparative efficiency and residue levels of spraying programs against powdery mildew in grape varieties by Kaya Ayşegül, Tezcan Himmet, Atak Arif

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Durable resistance or efficient disease control? Adult Plant Resistance (APR) at the heart of the dilemma by Rimbaud, Loup, Papaïx, Julien, Rey, Jean-François, Moury, Benoît, Barrett, Luke G., Thrall, Peter H.

“…At first glance, such resistance should be less efficient than classical major-effect resistance genes, which confer complete resistance from seedling stage, to reduce epidemics. …”
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Characterization of bacterial communities of ewe’s vaginal tract and its potential impact on reproductive efficiency by E. L. Reinoso-Peláez, F. Puente-Sánchez, M. Serrano, J. H. Calvo, M. Ramón, M. Saura

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YOLO-ACE: Enhancing YOLO with Augmented Contextual Efficiency for Precision Cotton Weed Detection by Qi Zhou, Huicheng Li, Zhiling Cai, Yiwen Zhong, Fenglin Zhong, Xiaoyu Lin, Lijin Wang

“…These results confirm that YOLO-ACE combines precise detection with parameter efficiency, meeting the exacting demands of modern cotton weed management.…”
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