Sericin/polyvinyl alcohol hydrogel optimization for enhanced angiogenesis: a promising strategy for treating chronic osteomyelitis. by Chayanee Noosak, Pavarish Jantorn, Suvimol Surassmo, Sittichat Chukaew, Jirut Meesane, Dennapa Saeloh Sotthibandhu

“…The expression levels of genes related to angiogenesis were quantitatively examined and results suggested that the hydrogels affected the eNOS pathway to promote angiogenesis. …”
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Overburden Damage Degree-Based Optimization of High-Intensity Mining Parameters and Engineering Practices in China’s Western Mining Area by Xiang He, Cun Zhang, Penghua Han

“…., mining height, panel width, and advancing speed) can not only improve the mining efficiency but also weaken the mining-induced deformation and failures of the overburden and surface. …”
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Advanced workflow for time-lapse seismic monitoring of $$\hbox {CO}_2$$ storage in saline aquifers with its application in a field basin by Yanjiao Dong, Yi Shen, Kai Guo, Qiang Mao, Xiaoqin Wu, Lintao Li, Wenyue Sun

“…Finally, the workflow developed in this study efficiently addresses challenges associated with varying observational scales and interdisciplinary research. …”
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Predicting the thermal conductivity of polymer composites with one-dimensional oriented fillers using the combination of deep learning and ensemble learning by Yinzhou Liu, Weidong Zheng, Haoqiang Ai, Lin Cheng, Ruiqiang Guo, Xiaohan Song

“…Therefore, we define a descriptor ‘Orientation degree (Od)’ to quantitatively describe the spatial distribution of the 1D fillers. …”
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Numerical Study on Heat Transfer and Release Characteristics of Key Components in Electrically Heated Tobacco Products by Bo Zhang, Lingjun Xiao, Jiejie Huang, Zhiguo Wang, Naiping Gao, Wen Du, Bo Kong, Zhiwei Sun, Ping Huang, Jianxin Ren, Bin Li, Yihan Gao

“…The release rates of water, glycerol, and nicotine components are quantitatively described by the first-order Arrhenius formula, and the transport of heat and gas flow is simulated using the Navier-Stokes equation. …”
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Recognition of Concrete Surface Cracks Based on Improved TransUNet by Xuwei Dong, Yang Liu, Jinpeng Dai

“…Therefore, the proposed method better meets the needs of crack detection in practical engineering applications and provides a solution for improving the efficiency of crack detection.…”
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Differential anti-glycan antibody responses in Schistosoma mansoni-infected children and adults studied by shotgun glycan microarray. by Angela van Diepen, Cornelis H Smit, Loes van Egmond, Narcis B Kabatereine, Angela Pinot de Moira, David W Dunne, Cornelis H Hokke

“…<h4>Methodology/principal findings</h4>The binding of serum antibodies to glycans can be analyzed efficiently and quantitatively using glycan microarray approaches. …”
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Basketball teaching methods based on 3D-Convolutional neural network by Chao Huang, Xian Wu

“…To address the shortcomings of current basketball teaching methods, which rely heavily on human experience, have low teaching efficiency, and make personalized feedback difficult to achieve, the intelligent recognition of technical actions has become an important development direction in teaching informatics. …”
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Application of 4PCS and KD-ICP Alignment Methods Based on ISS Feature Points for Rail Wear Detection by Jie Shan, Hao Shi, Zhi Niu

“…Then, ISS feature points are extracted from the processed point cloud data for 4PCS coarse alignment, and the feature points are quantitatively analyzed, which in turn provides good alignment conditions for fine alignment. …”
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Comparison of stochastic and deterministic models for gambiense sleeping sickness at different spatial scales: A health area analysis in the DRC. by Christopher N Davis, Ronald E Crump, Samuel A Sutherland, Simon E F Spencer, Alice Corbella, Shampa Chansy, Junior Lebuki, Erick Mwamba Miaka, Kat S Rock

“…However, while we move closer to achieving the ambitious target of elimination of transmission (EoT) to humans, pockets of infection remain, and it becomes increasingly important to quantitatively assess if different regions are on track for elimination, and where intervention efforts should be focused. …”
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Analysis of crop virtual water flow at dual scales in yellow river basin based on the SWAT model by Jing Liu, Tiantian Zi, Lan Wang, Xinchun Cao

“…This study used a SWAT semi-distributed hydrological model, focusing on sub-basins and secondary water resource divisions to quantitatively assess crop virtual water flow in Yellow River Basin (YRB), along with its network structure and water saving benefits. …”
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RootTracer: An intuitive solution for root image annotation by Maichol Dadi, Annalisa Franco, Giuseppe Sangiorgi, Silvio Salvi, Alessandra Lumini

“…Analyzing root growth quantitatively is increasingly vital for evaluating a plant's resilience to abiotic stresses and its efficiency in nutrient and water absorption. …”
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Cellular porosity in dentin exhibits complex network characteristics with spatio-temporal fluctuations. by Lucas Chatelain, Nicolas Tremblay, Elsa Vennat, Elisabeth Dursun, David Rousseau, Aurélien Gourrier

“…Residual errors were classified in 4 topological classes related to fluorescence staining and confocal detection efficiency, instrumental resolution and image processing. …”
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Predicting climate change impacts on groundwater aquifer levels in the Henan North China Plain by Rabia Dars, Jianhua Ping, Xuemei Mei, Chun Chen, Abdul Raheem Shahzad, Joshua Mahwa, Muhammad Afzal Jamali

“…For validation and evaluation, both models were quantitatively calibrated using training set (1980–2015) to predict GWL from 2016 to 2100. …”
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Artificial intelligence Defect Detection Robustness inReal-time Non-Destructive Testing of Metal Surfaces by Chaoyu Dong, Jovian Sanjaya Putra, Andrew A. Malcolm

“…Additionally, we establish a real-time, cost-effective NDT platform to quantitatively assess the robustness of the AI model in practical, online settings. …”
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NMR and SEM fractal dimensions explore shale pore structure taking the Upper Paleozoic shale in Ordos Basin as an example. by Keying Zhao, Zhanghua Zhang

“…The reservoirs space is mainly provided by inter-granular pores and micro-fractures; the inter-granular pores and micro-fractures have high heterogeneity and poor connectivity leads to low permeability.This paper attempts to use the ImageJ Weka Segmentation module to intelligently optimize the identification of pores, which improves the efficiency and accuracy of pore identification. At the same time, it combines the fractal dimension of SEM images and the fractal dimension of NMR images to characterize reservoir characteristics, which provides a basis for quantitatively describing the irregularity of shale pore morphology.…”
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Exploration of Klebsiella pneumoniae M6 for paclobutrazol degradation, plant growth attributes, and biocontrol action under subtropical ecosystem. by Govind Kumar, Shatrohan Lal, Shailendra K Maurya, A K Bhattacherjee, Parul Chaudhary, Saurabh Gangola, Shailendra Rajan

“…In this study, a new Klebsiella pneumoniae strain M6 (MW228061) was isolated from mango rhizosphere and characterized as a potent plant growth promoter, biocontrol, and PBZ degrading agent. The strain M6 efficiently utilizes PBZ as carbon, energy and nitrogen source and degrades up to 98.28% (50 mgL-1 initial conc.) of PBZ at 15th day of incubation in MS medium. …”
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CFD based neural network model framework for mixed convection in a lid-driven cavity with conductive cylinder by Md Muhtasim Fardin, Md Sadman Hossain, Mohammad Nasim Hasan

“…It is also revealed that substantial improvements in computational efficiency are achieved by the ANN model as it has reduced 82 % of computation time and 83 % of storage requirements to predict the results by maintaining mean absolute error below 0.1 %. …”
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Simulating fluvial sediment pulses using remote sensing and machine learning: Development of a modeling framework applicable to data rich and scarce regions by Abhinav Sharma, Celso Castro-Bolinaga, Natalie Nelson, Aaron Mittelstet

“…Overall, the inclusion of SDI in the model enhanced its efficiency and transferability. By enabling the reconstruction of fluvial sediment pulses in data-scarce regions following dam removals, this integrated approach contributes to advancing our understanding of how rivers respond quantitatively and predictively to these disturbances in sediment supply.…”
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Features of Combustion of Water-fuel Emulsions with Different Methods of Introducing Water into the Combustion Zone by Kolbasenko O.V., Dymo B.V., Anastasenko S.M., Shostak O.V.

“…This indicates that water-fuel emulsions are a special type of fuel, qualitatively and quantitatively changing the physicochemical processes of combustion. …”
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