Harmonic State Estimation Method Based on Bayesian Optimized Elastic Network Regression by Siqi MA, Zhong WANG

“…Firstly, when the least square method is used to estimate the harmonic state, the weighted 1-norm and 2-norm are added to the penalty function at the same time; In addition, in order to estimate the harmonic state more efficiently and accurately, the Gaussian process and Bayesian optimization are applied to select the weight of 1-norm and 2-norm; Finally, the effectiveness of the proposed method is verified in IEEE14 node. …”
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A Novel Landfill Liner Material for Solidified Lake Sediment Based on Industrial By-Product and Construction Waste: Engineering Behavior and Cr(VI) Breakdown Characteristics by Wencheng Meng, Lin Guo, Jiayue Yuan, Shiyu Chen, Guanghua Cai, Haijun Lu

“…Engineering sludge, industrial waste, and construction waste are marked by high production volumes, substantial accumulation, and significant pollution. The resource utilization of these solid wastes is low, and the co-disposal of multiple solid wastes remains unfeasible. …”
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Application and Suggestions of Morpholine Ring as a Lysosome Targeting Group by Xuelian Liu, Ximeng Zhang, Yinghong Han, Xingrui Li, Jinyao Li

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Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…The methods considered differ in assumptions about the distribution of gene effects-ranging from models that assume that every gene affects the trait to more sparse models-and their ability to capture gene-gene interactions. We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
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Per-Hop Reversed Packet Auctions for Cooperative Routing in Mobile Wireless Networks by Lucas S. Brito, Marcelo M. Carvalho

“…Previous works on the subject have either tackled cooperation in the relay of messages alone or in both routing and relay functionalities. In the latter case, path selection is usually carried out at the destination node, which renders significant delays because the selected path needs to be conveyed all the way back to the source node before any data packet can be transmitted. …”
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EXPLORING AUTOMATED SUMMARIZATION: FROM EXTRACTION TO ABSTRACTION by Svetlana G. Sorokina

“…The study draws on a selection of scientific publications across various disciplines, testing the functionality and output quality of automated summarization tools such as Summate.it, WordTune, SciSummary, Scholarcy, and OpenAI ChatGPT-4. …”
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Modeling of the ORNL PCA Benchmark Using SCALE6.0 Hybrid Deterministic-Stochastic Methodology by Mario Matijević, Dubravko Pevec, Krešimir Trontl

“…The shielding analysis was performed using multigroup shielding library v7_200n47g derived from general purpose ENDF/B-VII.0 library. As a source of response functions for reaction rate calculations with MAVRIC we used international reactor dosimetry libraries (IRDF-2002 and IRDF-90.v2) and appropriate cross-sections from transport library v7_200n47g. …”
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The Value Semantics in “Intelligent Travel” Discourse by O. V. Ramantova

“…National Geographic was used as the main source of material. For the selection of travel texts, the continuously sampling method was used. …”
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De novo transcriptome assembly and discovery of drought-responsive genes in white spruce (Picea glauca). by Zoé Ribeyre, Claire Depardieu, Julien Prunier, Gervais Pelletier, Geneviève J Parent, John Mackay, Arnaud Droit, Jean Bousquet, Philippe Nolet, Christian Messier

“…In addition, it provides a valuable source of new genetic data that could contribute to genetic selection strategies aimed at enhancing the drought resistance and resilience of white spruce to changing climates.…”
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Semi-Automated Dataset Generation for Residential Buildings Using Graph-Based Topological Modelling by Angelo Massafra, Dania H. Al-Harasis, Lorenzo Stefanini, Wassim Jabi

“…The resulting dataset facilitates the analysis of floor spatial configurations and the extraction of geometric attributes, laying the foundation for future analyses that will integrate machine learning techniques for functional detection and typological clustering.…”
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Effectiveness of telerehabilitation in postoperative outcomes in patients on hip fracture surgery: a meta-analysis of randomized controlled trials by Huangyi Xiao, Wenshu Zeng, Lanmo Lu, Jiankun Yuan, Ziyu Yan, Jun Wang

“…An outcome measure related to hip function, functional independence, anxiety levels, walking ability, quality of life, and treatment adherence were eligible. …”
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Identification of Genomic Variants and Candidate Genes for Reproductive Traits and Growth Traits in Pishan Red Sheep Using Whole-Genome Resequencing by Maimaitijiang Muhetapa, Mengting Zhu, Aladaer Qi, Sulaiman Yiming

“…Through selective sweep analysis, 92 genomic regions under selection were detected, containing 90 positional candidate genes significantly associated with growth, reproduction, and immune functions. …”
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Genome-wide association mapping identifies a new arsenate reductase enzyme critical for limiting arsenic accumulation in plants. by Dai-Yin Chao, Yi Chen, Jiugeng Chen, Shulin Shi, Ziru Chen, Chengcheng Wang, John M Danku, Fang-Jie Zhao, David E Salt

“…Complementation verified the identity of HAC1, and expression in Escherichia coli lacking a functional arsenate reductase confirmed the arsenate reductase activity of HAC1. …”
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Diversity and composition of sponge-associated microbiomes from Korean sponges revealed by full-length 16S rRNA analysis by Myoung-Sook Shin, Inho Yang, Weihong Wang, Hiyoung Kim

“…Our integrative, high-resolution approach not only uncovers remarkable taxonomic and functional diversity, but also provides a valuable genetic resource for future marine natural-product discovery and advances ecological restoration efforts.…”
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The barley genome sequence assembly reveals three additional members of the CslF (1,3;1,4)-β-glucan synthase gene family. by Miriam Schreiber, Frank Wright, Katrin MacKenzie, Pete E Hedley, Julian G Schwerdt, Alan Little, Rachel A Burton, Geoffrey B Fincher, David Marshall, Robbie Waugh, Claire Halpin

“…This significant divergence within the gene family might be related to multiple functions of (1,3;1,4)-β-glucans in the Poaceae. Emerging genomic and global expression data for barley and other cereals is a powerful resource for characterising the evolution and dynamics of complete gene families. …”
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Risk Analysis of Groundwater Contaminant in Rural Areas Using Spatial Distribution by Herawati Herawati, Maria Kanan, Anwar Mallongi, Ramli Bidullah, Sandy N. Sakati, Dwi Wahyu Balebu

“…Background: Water is a very important material for the life of creatures in nature and its function for life cannot be replaced by other compounds. …”
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Understanding Silent Eruptions of Depression among Youngsters and Adolescents by Yuan Rai, Ananya Bhattacharjee, Manodeep Chakraborty, Akanchya Rai, Ashika Bhattarai, Chetiz Sharma, Md Hasnat Jahan Ali, Rudra Acharya, Nihar Ranjan Bhuyan

“…It is marked by a depressed mood, diminished interests, and disinterest in routine tasks, feelings of loneliness, impaired cognitive function, and vegetative symptoms like disturbed sleep or appetite and a lack of desire. …”
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A Swing-Assist Controller for Enhancing Knee Flexion in a Semi-Powered Transfemoral Prosthesis by David M. Marsh, Marco Puliti, Michael Goldfarb

“…The controller and parameter selection algorithm are described in the paper, and subsequently validated in walking experiments with three participants with unilateral transfemoral amputation. …”
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Wireless, Battery‐free, Implantable Inductor‐Capacitor Based Sensors by Baochun Xu, Cunjiang Yu

“…Inductor‐capacitor (LC) sensors offer a compelling alternative that uses simple resonant circuits to achieve battery‐free and wireless operation. These sensors function through magnetic coupling with external readers, eliminating the need for internal power sources or physical connections, while enabling compact and biocompatible designs. …”
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Chronic Kidney Disease: Bridging Conventional Therapeutics and Emerging Molecular Innovations by Shao-feng Wang, Jie Gong, Hai-ying Zhang, Hao-jun Dai, Jin-jin Shi, Jing-wen Ling, Ke-qing Dong, Rosnani Hashim

“…While conventional management strategies emphasize early detection, prevention, and addressing underlying causes to slow disease progression, CKD is frequently asymptomatic in its early stages. …”
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