AMMI analysis of G × E interaction and identification of fodder cowpea genotypes for phosphorus deficient condition by J. S. Suvadra1, Swarnalata Das2*, Dayanidhi Mishra1, Kailas Samal3, Manasi Dash1, Rajkumari Bhol4 and Sourav Ranjan Nanda1

“…Identifying such phosphorus-efficient genotypes can ensure improved yields despite lower phosphorus inputs, reducing the cost for farmers and making agriculture more economically sustainable in resource-limited environments.…”
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Dynamic Double-Networked Hydrogels by Hybridizing PVA and Herbal Polysaccharides: Improved Mechanical Properties and Selective Antibacterial Activity by Weidong Liu, Chuying Yao, Daohang Wang, Guangyan Du, Yutian Ji, Quan Li

“…Thanks to the presence of mannose units that contain cis-diol motifs on the chain of the <i>Dendrobium</i> polysaccharides, efficient crosslinking with the borax is allowed and reversible covalent borate ester bonds are formed. …”
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Shallow recurrent decoder for reduced order modeling of E × B plasma dynamics by Farbod Faraji, Maryam Reza, J Nathan Kutz

“…Reduced-order models (ROMs) are becoming increasingly important for rendering complex and multiscale spatiotemporal dynamics computationally tractable. Computationally efficient ROMs are especially essential for optimized design of technologies as well as for gaining physical understanding. …”
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ESFormer: A Pillar-Based Object Detection Method Based on Point Cloud Expansion Sampling and Optimised Swin Transformer by Zhuoxuan Zhao, Qianchun Li, Shengyu Hao, Xinyan Huang, Fan Zhang

“…And Swin Transformer further enhances the model&#x2019;s ability to capture multi-scale features through its hierarchical design, enabling it to recognize objects at different scales and distances. …”
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A New Multichelating Acid System for High-Temperature Sandstone Reservoirs by Nianyin Li, Qian Zhang, Yongqing Wang, Pingli Liu, Liqiang Zhao

“…If improper acid treatment is implemented, further damage can be induced instead of removing the initial plug, particularly in high-temperature sandstone reservoirs. An efficient acid system is the key to successful acid treatment. …”
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Improved YOLOv10n model for enhanced cotton recognition in complex environments by Yutao Gong, Wenwen Ding, Nenghui Huang, Tao Li, Juntao Zhou

“…Accurate and efficient identification of cotton boll states is crucial for mechanical and intelligent cotton harvesting. …”
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Smart Poly(N-isopropylacrylamide)-Based Hydrogels: A Tour D’horizon of Biomedical Applications by Soumya Narayana, B. H. Jaswanth Gowda, Umme Hani, Mohammed Gulzar Ahmed, Zahrah Ali Asiri, Karthika Paul

“…Their continued development is expected to revolutionize biomedical technologies, paving the way for more efficient and targeted therapeutic solutions.…”
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GoldPolish-target: targeted long-read genome assembly polishing by Emily Zhang, Lauren Coombe, Johnathan Wong, René L. Warren, Inanç Birol

“…Coupled with GoldPolish, a linear-time genome assembly algorithm, GoldPolish-Target isolates and polishes user-specified assembly loci, offering a resource-efficient means for polishing targeted regions of draft genomes. …”
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Tumor microenvironment–responsive and modulatory manganese-based nanoenzyme for enhanced tumor immunotherapy by Qi Yang, Qiong Wu, Haiyan Liu, Jiandong Wu, Feng Ma, Xiaofeng Tian

“…The rational design of nanoenzymes that possess the ability to respond to and regulate the TME is driving a new direction in catalytic immunotherapy. …”
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Homomorphic Evaluation Cluster Architecture for Fully Homomorphic Encryption by Hanyoung Lee, Ardianto Satriawan, Hanho Lee

“…However, the computational cost and memory bandwidth required for a rotation adds significant overhead and limits the ability to perform FHE operations. Therefore, an efficient implementation of rotation is crucial for high-performance FHE applications. …”
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A question-answering framework for geospatial data retrieval enhanced by a knowledge graph and large language models by Hao Li, Peng Yue, Haoru Wu, Baoxin Teng, Yongkun Zhao, Changfeng Liu

“…The rapid advancement of Earth observation technologies has resulted in an explosive growth of geoscientific data. Efficient retrieval of such data is essential but often challenging, especially for non-experts, due to decentralized data sources and limited semantic support in existing portals. …”
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Linear Diophantine Fuzzy Einstein Aggregation Operators for Multi-Criteria Decision-Making Problems by Aiyared Iampan, Gustavo Santos García, Muhammad Riaz, Hafiz Muhammad Athar Farid, Ronnason Chinram

“…The linear Diophantine fuzzy set (LDFS) has been proved to be an efficient tool in expressing decision maker (DM) evaluation values in multicriteria decision-making (MCDM) procedure. …”
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Power Equipment Image Recognition Method Based on Feature Extraction and Deep Learning by Shuang Lin

“…This will enable efficient and interpretable identification and localization of power equipment in application scenarios such as automated substation inspections and real-time monitoring with drones.…”
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Influence of soil moisture levels on the growth and reproductive behaviour of Avena fatua and Avena ludoviciana. by Sahil, Gulshan Mahajan, Deepak Loura, Katherine Raymont, Bhagirath Singh Chauhan

“…The results also suggest that A. ludoviciana is likely to be robust under water stress conditions, potentially reducing crop yield. The ability of A. fatua and A. ludoviciana to produce seeds under water-stressed conditions (60% WHC) necessitates integrated weed management strategies that suppress these weeds whilst taking into account the efficient utilization of stored moisture for winter crops.…”
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Synchronization Optimization Model Based on Enhanced Connectivity of New Energy Vehicle Supply Chain Network by Haiwei Gao, Xiaomin Zhu, Binghui Guo, Yifan Cao, Haotian Wang, Xiaohan Yu, Xiaobo Yang

“…Through network topology analysis and parameter optimization, we demonstrate significant improvements in supply chain efficiency and resilience. The practical application of this research lies in its ability to provide actionable insights for supply chain management. …”
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Analysis of characteristics of coal fine production and its influence factors in Baode block by MENG Wenhui, ZHANG Wen, WANG Boyang, HAO Shuai, WANG Zebin, PAN Wujie

“…However, the characteristics of coal migration and production in the coal seams of Baode block remain unclear, which hinders the efficient development of coal-bed methane in some wells in this area. …”
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E-Learning Teaching: Supportive Online Course ‘English Fastpass’ by Ilona Kostikova, Svitlana Miasoiedova

“…Using the visualisation techniques, influencing students' emotions and feelings, the abovementioned online course “English Fastpass” facilitates efficient acquisition and better memorizing along with the ability to use the knowledge in the appropriate tasks, which in the long run will help successful intercultural communication. …”
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An AI-Based Horticultural Plant Fruit Visual Detection Algorithm for Apple Fruits by Bin Yan, Xiameng Li, Rongshan Yan

“…The Depthwise Separable Convolution (DWConv) module has many advantages: (1) It has high computational efficiency, reducing the number of parameters and calculations in the model; (2) It makes the model lightweight and easy to deploy in hardware; (3) DWConv can be combined with other modules to enhance the multi-scale feature extraction capability of the detection network and improve the ability to capture multi-scale information; (4) It balances the detection accuracy and speed of the model; (5) DWConv can flexibly adapt to different network structures. …”
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Strategic slot-pole optimization in electromagnetic coupling with random forest regressor model inspired by response surface methodology by Garbe Chukulu Jarso, Ramesh Babu Nallamothu, Rajendiran Gopal, Gang Gyoo Jin

“…This work provides: (1) a novel framework combining data-driven modeling with classical optimization for electromechanical systems, and (2) practical guidelines for balancing performance and manufacturability in pole-slot design. The methodology's ability to efficiently explore high-dimensional design spaces while maintaining physical interpretability represents a significant advancement for developing next-generation vehicles and industrial power transmission systems.…”
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Self-navigating the “Island of Reil”: a systematic review of real-time fMRI neurofeedback training of insula activity by Yuan Zhang, Benjamin Becker, Keith M. Kendrick, Qiong Zhang, Shuxia Yao

“…We found that rtfMRI-based NF training is efficient for modulating insula activity and its associated behavioral/symptom-related and neural changes. …”
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