Hybrid local energy markets: Incorporating utility function-based peer risk attributes, renewable energy integration, and grid constraints analysis by Mehran Moradi, Hooman Farzaneh

“…These scenarios include comparisons of different market structures, variations in prices, considerations of grid constraints, and diverse weather scenarios. …”
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Optimization of segmented fracturing parameters for coalbed methane horizontal wells based on comprehensive fracability index by KONG Xiangwei, XIE Xin, WANG Cunwu

“…The coal seams in the Shizhuang block of the Qinshui Basin are characterized by developed cleats, low permeability, soft coal structures, and strong heterogeneity. In earlier development stages, hydraulic segmented fracturing of horizontal wells resulted in significant variations in gas production per well, with unclear relationships between gas well productivity and fracturing parameters. …”
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A Novel Federated Learning-Based Image Classification Model for Improving Chinese Character Recognition Performance by Min-Sun Kim, Chang-Ho Son, Seoung-Ho Choi

“…We propose a novel federated learning-based deep learning model to classify messy Chinese handwriting, addressing the challenges posed by complex character structures and variations in writing quality. To validate the proposed method, we conducted experiments to compare our approach with global, local, FedAVG, and IPA federated learning methods. …”
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Magnetic soliton-based LIF neurons for spiking neural networks (SNNs) in multilayer spintronic devices by Kishan K. Mishra

“…Leveraging magnetic multilayer structures, we propose a magnetic soliton that incorporates both DWs- and Sks-based magnetic tunnel junction (MTJ) device structures to emulate leaky integrate-and-fire (LIF) characteristics. …”
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Genome-wide identification of the ATP-dependent zinc metalloprotease (FtsH) in Triticeae species reveals that TaFtsH-1 regulates cadmium tolerance in Triticum aestivum. by Yuxi Huang, Lifan Cao, Tanxing Chen, Xiaoqiang Chang, Yumei Fang, Liuliu Wu

“…Additionally, these proteins exhibit similar physicochemical characteristics as well as secondary and tertiary structures. The FtsH genes can be classified into eight groups, each characterized by similar structures and conserved motifs. …”
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Numerical Simulation of Local Scouring on Pile Groups under Nonlinear Wave Action by ZHOU Xi, LI Xiaochao, GONG Mengmeng

“…Pile group foundations are widely used in coastal and marine engineering structures, and waves significantly affect the local scouring on pile group foundations. …”
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Harnessing pre-trained models for accurate prediction of protein-ligand binding affinity by Jiashan Li, Xinqi Gong

“…Methods This study leverages a pre-trained model with spatial awareness to enhance the prediction of protein-ligand binding affinity. By perturbing the structures of small molecules in a manner consistent with physical constraints and employing self-supervised tasks, we improve the representation of small molecule structures, allowing for better adaptation to affinity predictions. …”
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Numerical Simulation of Local Scouring on Pile Groups under Nonlinear Wave Action by ZHOU Xi, LI Xiaochao, GONG Mengmeng

“…Pile group foundations are widely used in coastal and marine engineering structures, and waves significantly affect the local scouring on pile group foundations. …”
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Effects of Hybridizing the U-Net Neural Network in Traffic Lane Detection Process by Aron Csato, Florin Mariasiu

“…This paper proposes a new architecture, called hybrid U-Net, which represents a significant extension of the classical U-Net model, addressing its limitations in capturing global relationships, adaptability to scale variations, and sensitivity to geometric structures. …”
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Artificial Intelligence Assistive Tool for Radiotherapy Plan Evaluation Based on Analysis of Integral Dose by Shriram Rajurkar, Teerthraj Verma, MLB Bhatt, S P Mishra, P Deshmukh, D Sargar

“…The derived dose-volume histogram data were analyzed for the calculation of ID for each of the contoured structures including high-risk planning target volume (HR-PTV) and surrounding normal structures using an in-house developed Python program. …”
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Systematic identification and analysis of WRKY transcription factors reveals the role of MrWRKY14 in Myrica rubra by Xiurun Fan, Minghui Chen, Huiling Zhang, Yumeng Liu, Meng Yang, Chengyang Ye, Hailing Gu, Kai Xu, Boping Wu

“…The bayberry WRKY genes exhibited significant variations in gene length and intron-exon numbers, while maintaining relatively conserved gene structures within each subfamily. …”
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Analyzing the Effect of Drainage on the Stability of Tailings Dams Using the Interpretation of Cross-Correlations by Moustafa Hamze-Guilart, Lineu Azuaga Ayres da Silva, Anna Luiza Marques Ayres da Silva, Maria Eugenia Gimenez Boscov

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Automated Reconstruction of Parametric BIM for Bridge Based on Terrestrial Laser Scanning Data by Guocheng Qin, Yin Zhou, Kaixin Hu, Daguang Han, Chunli Ying

“…Differences exist between the model of the structure and its actual geometric dimensions and features due to the manufacturing, transportation, hoisting, assembly, and load bearing of the structure. …”
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Sonication Enhancement of Capsaicin Formation in Callus of Chili Pepper, Capsicum annuum L. by Hikmat M. Masyab

“…Thin layer  chromatography data showed a 0.8 cm distance between one location from each tested sample with the same rate, which is 0.8 cm from the control’s rate flow value. The chemical structure of studied samples is subsequently determined using nuclear magnetic resonance, which reveals similarities between the isolated alkaloid’s structure and standard capsaicin. …”
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A comprehensive phylogeny of mammalian PRNP gene reveals no influence of prion misfolding propensity on the evolution of this gene. by Cristina Sampedro-Torres-Quevedo, Hasier Eraña, Jorge M Charco, Carlos M Díaz-Domínguez, Maitena San-Juan-Ansoleaga, Eva Fernández-Muñoz, Nuno Gonçalves-Anjo, Josu Galarza-Ahumada, Ana R Cortazar, Roberto F Nespolo, Julian F Quintero-Galvis, Africa Manero-Azua, Diego Polanco-Alonso, Adrián Gaite-Reguero, Íñigo Olalde, Urko M Marigorta, Guiomar Perez de Nanclares, Ana M Aransay, Joaquín Castilla

“…Therefore, the tertiary structure and interspecific variations encoded in the primary structure determine a PrP proneness to misfolding. …”
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Symbiotic Symbiodiniaceae mediate coral-associated bacterial communities along a natural thermal gradient by Qianxi Yang, Han Zhang, Jian-Wen Qiu, Dingyong Huang, Xijie Zhou, Xinqing Zheng

“…Despite the observed variations, we identified modular co-occurrence patterns in bacterial networks, with PaC exhibiting a more complex and stable structure. …”
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Deciphering Planktonic Bacterial Community Assembly in the Storage Reservoir of the Long-Distance Water Diversion Project by Yingying Yang, Liguo Chen, Nianxin Wan, Ailing Xu, Ning Ding, Zhiwen Song

“…Storage reservoirs are crucial components of long-distance water diversion projects, where water diversion may lead to changes in microbial diversity and community structure. Seasonal variations also drive alterations in microbial communities. …”
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Annual Dynamics of Concentrations and Emission Rates of Particulate Matter and Ammonia in a Large-Sized, Low-Profile, Cross-Ventilated Dairy Building by Yongzhen Li, Xiao Yang, Yujian Lu, Chao Liang, Zhengxiang Shi, Chaoyuan Wang

“…NH₃ concentrations and emissions were consistently high throughout the year, with peak levels in manure and downwind areas. The building’s structure, ventilations, and daily operations were key factors affecting air pollutant levels, which need to be considered when implementing mitigation measures.…”
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Prediction of Atmospheric Profiles With Machine Learning Using the Signature Method by M. Fujita, N. Sugiura, S. Kouketsu

“…Notably, the model successfully captured the vertical structure and atmospheric instability, encompassing drastic variations in water vapor and temperature, even during intense rainfall. …”
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Generalizing the matching decoder for the Chamon code by Zohar Schwartzman-Nowik, Benjamin J. Brown

“…Matching decoders are very good at correcting local errors while also demonstrating fast run times that can keep pace with physical quantum devices. We implement variations of a matching decoder for a three-dimensional, non-CSS, low-density parity check code known as the Chamon code, which has a non-trivial structure that does not lend itself readily to this type of decoding. …”
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