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Integrating green hydrogen storage into mine water pumping stations in the context of energy transition
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Heat treatment control technology of high-strength steel gears based on support vector machine
Published 2025-03-01“…At the present stage, the method of multi-parameter multi-level combination test block trial production is often used, but its production cycle is long, and the waste of human and material resources is serious. In this study, with the help of machine learning, a support vector machine prediction model of gear tissue distribution is constructed based on heat treatment parameters, and the radial basis functions kernel function is selected as the kernel function of the support vector machine to improve the accuracy of model prediction by optimizing the kernel parameters. …”
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1204
Comprehensive Evaluation of Soil Quality Reconstruction in Agroforestry Ecosystems of High-Altitude Areas: A Case Study of the Jiangcang Mining Area, Qinghai–Tibet Plateau
Published 2025-06-01“…The study selected the Jiangcang mining area and analyzed the physical, chemical, and carbon characteristics and heavy metal content of soil samples from the slag platforms and slopes (0–20 cm), which were restored in 2015 and 2020 to explore the effects of different soil reconstruction methods on soil function and ecological resilience. …”
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1205
Economics production buffalo breeding farms in the province of Nineveh (Badush area a case stady)
Published 2018-12-01“…Buffalo breeding are one of the important agricultural activities of economic yield farms and breeding Buffalo in traditional farms mainly for milk in the area of Badush (study area) where the buffalo products are of great interest to citizens and represent a special place in the economic structure The research aims to analyze the economics of production and costs of these farms in the sample of the study (58) farm for the productive season 2013, which accounted about 50% of the research community in Nineveh province through the estimation of production and costs of the application of principles of selection in using of elements of production and to show the impact of these elements and contribute to help farmers in using their resources with a degree of efficiency and making productive decisions based on the economic derivatives of these functions to determine the optimal production and most of the profits. …”
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1206
A Framework for Upgrading Contaminated Urban Land and Soil by Nature-Based Solutions: Demonstration with a Swedish Case
Published 2024-11-01“…To move towards a circular economy and to meet the upcoming EU soil health legislation, both contaminated land and contaminated soil should be acknowledged as fragile and valuable resources to be restored and recycled to provide essential ecosystem services to humans. …”
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1207
YOLO-LSM: A Lightweight UAV Target Detection Algorithm Based on Shallow and Multiscale Information Learning
Published 2025-05-01“…To address challenges such as large-scale variations, high density of small targets, and the large number of parameters in deep learning-based target detection models, which limit their deployment on UAV platforms with fixed performance and limited computational resources, a lightweight UAV target detection algorithm, YOLO-LSM, is proposed. …”
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Management of severe pediatric Guillain-Barré syndrome in a low-income country: efficacy and safety of therapeutic plasma exchange in pediatric patients: a retrospective study
Published 2024-12-01“…Therapeutic plasma exchange (TPE), which involves the selective removal of pathological molecules, such as auto-antibodies, from plasma, has proven to be safe and effective in adults with GBS. …”
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1209
Design of a Prediction Model to Predict Students’ Performance Using Educational Data Mining and Machine Learning
Published 2023-12-01“…Through research and extension efforts, higher education institutions must perform a variety of functions, including building an intelligent human resource pool, gaining new skills, and creating new knowledge. …”
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Harnessing antibody-mediated recognition of the intracellular proteome with T cell receptor-like specificity
Published 2024-11-01“…The clinical success of cancer immunotherapy has driven ongoing efforts to identify novel targets that can effectively guide potent effector functions to eliminate malignant cells. Traditionally, immunotherapies have focused on surface antigens; however, these represent only a small fraction of the cancer proteome, limiting their therapeutic potential. …”
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Clarification and Prioritization of Omnichannel Marketing Antecedents: A Meta-Synthesis Approach
Published 2024-12-01“…ConclusionAccording to the study's findings, the implementation of omnichannel marketing relies on four key concepts, which are processes and functions, environment, customer interaction, as well as resources and capital. …”
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Integrating isotopic niche metrics and gut microbiota assembly reveals coexistence mechanisms in subtropical riverine fish
Published 2025-12-01“…Furthermore, our findings indicated fish host trophic niche differentiation emerges as an essential adaptive mechanism facilitating interspecific coexistence by minimizing resource competition. Crucially, we identified the similarity of the intestinal microbial community structure is closely related to the degree of overlap of its nutritional ecological niche, indicating functional convergence between host trophic niches and their symbiotic microbiomes.These microbial adaptations facilitate nutritional optimization from varied trophic sources, mediate interspecific resource partitioning, and expand ecological opportunities within the fish community. …”
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Toward Reliable Post-Disaster Assessment: Advancing Building Damage Detection Using You Only Look Once Convolutional Neural Network and Satellite Imagery
Published 2025-03-01“…These findings contribute to machine learning-based disaster response, offering an efficient, cost-effective framework for large-scale damage assessment and reinforcing the importance of model selection, hyperparameter tuning, and optimization functions in critical real-world applications.…”
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Comparative genomics reveals key adaptive mechanisms in pathogen host-niche specialization
Published 2025-06-01“…Bacteria from clinical settings had higher detection rates of antibiotic resistance genes, particularly those related to fluoroquinolone resistance. …”
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Genotyping from targeted NGS data based on a small set of SNPs correctly matches patient samples
Published 2025-07-01“…In two cohorts of totally 1441 patients with sequential samples, we could identify 3 sample swaps, 7 mislabelled samples (3 externally and 4 internally) and 1 mistake of unknown origin. We provide an R function for automated detection of sample swaps and mislabelling to the community as a free and open-source tool.…”
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Universal Simulation Model of Battery Degradation with Optimization of Parameters by Genetic Algorithm
Published 2022-12-01“…In this case, the amount of wear (degradation) is determined by the integral of the function of the intensity of current wear over the battery life. …”
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The profound implications of mitochondrial myopathy on activities of daily living: an observational qualitative study of standardized structured and semi-structured patient intervi...
Published 2025-07-01“…Our results will serve as a comprehensive resource to inform the physician, patient, industry and advocacy communities on outcome measure selection and clinical trial design; and to help inform regulatory agencies in the United States Food and Drug Administration (FDA) drug approval process for MM.…”
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Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation
Published 2025-01-01“…In the field of fabric defect detection, the development of algorithms has been hindered by issues such as poor quality and limited quantity of open-source datasets. …”
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Human oversight of artificial intelligence: An operations management perspective
Published 2025-06-01“…The practical categorization of oversight design dimensions identifies key factors influencing the selection of resources, methods, and tools for AI applications oversight. …”
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Solid-State Nanopore Readout of Programmable DNA and Peptide Nanostructures for Scalable Digital Data Storage
Published 2025-05-01“…Peptide nanostructures are introduced as a data medium via click-chemistry, expanding encoding sources. By integrating a photosensitive PC-linker, this approach endows the data chain with functionalities for encryption and data formatting, enhancing the security and organization of biological information storage. …”
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