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WorkflowHub: a registry for computational workflows
Published 2025-05-01“…Abstract The rising popularity of computational workflows is driven by the need for repetitive and scalable data processing, sharing of processing know-how, and transparent methods. …”
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Optical Neuroimage Studio (OptiNiSt): Intuitive, scalable, extendable framework for optical neuroimage data analysis.
Published 2025-05-01“…To address these challenges, we developed Optical Neuroimage Studio (OptiNiSt), a scalable, extendable, and reproducible framework for creating calcium data analysis pipelines. OptiNiSt includes the following features. 1) Researchers can easily create analysis pipelines by selecting multiple processing modules, tuning their parameters, and visualizing the results at each step through a graphic user interface in a web browser. 2) In addition to pre-installed tools, new analysis algorithms can be easily added. 3) Once a processing pipeline is designed, the entire workflow with its modules and parameters are stored in a YAML file, which makes the pipeline reproducible and deployable on high-performance computing clusters. 4) OptiNiSt can read image data in a variety of file formats and store the analysis results in NWB (Neurodata Without Borders), a standard data format for data sharing. …”
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1464
scMoMtF: An interpretable multitask learning framework for single-cell multi-omics data analysis.
Published 2024-12-01Get full text
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Urban Heat Islands and Land-Use Patterns in Zagreb: A Composite Analysis Using Remote Sensing and Spatial Statistics
Published 2025-07-01“…This research analyzes the spatial distribution of urban heat islands in Zagreb, Croatia, utilizing remote sensing data, urban planning metrics, and spatial-statistical analysis. …”
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1467
Comparative analysis of the gut microbiota composition and diversity in Erinaceus amurensis from the Wandashan Mountain range area based on metagenomics
Published 2024-12-01“…Utilizing metagenomic sequencing technology, we conducted a comparative analysis of the gut microbiota composition and diversity in wild Erinaceus amurensis across different genders and between adult and fetal individuals within the same habitat. …”
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1471
A Comparative Analysis of Buckling Pressure Prediction in Composite Cylindrical Shells Under External Loads Using Machine Learning
Published 2024-12-01“…This study addressed this challenge by integrating advanced machine learning techniques with simulation-based data generation through finite element analysis (FEA). …”
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1472
Measurement and analysis of the thermal conductivity of borehole core samples from Huizhou, Guangdong, China
Published 2024-01-01“…Thermal conductivity of rocks is an indispensable thermophysical parameter in the fields of terrestrial heat flow study, lithospheric thermal structure analysis, geothermal resources exploration and civil engineering. …”
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In Situ Compositional Analysis of Tomato Plants and Cell Wall Using Fiber Optic Fourier-Transform Near-Infrared Spectroscopy
Published 2023-01-01“…The spectral signature analysis of each tomato plant was performed to see substantial differences in chemical compositions using chemometric data modeling of FT-NIR spectra. …”
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Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis
Published 2025-02-01“…The country specific survey data analysis was performed. Results The current study revealed that the burden of composite index of anthropometric failure (CIAF) in under-5 children were 40.69%, 22.04%, 34.06%, 31.99%, and 33.27% in Ethiopia, Kenya, Rwanda, Uganda, and Tanzania respectively. …”
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Experimental and numerical study of the acoustic performance of a novel composite core thermal break
Published 2025-07-01“…This study assesses the acoustic performance of a novel thermal break system with composite cores through both experimental testing and Finite element (FE) analysis. …”
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Temperature dynamics and mechanical properties analysis of carbon fiber epoxy composites radiated by nuclear explosion simulated light source
Published 2025-01-01“…The insights gained from this comprehensive analysis are essential for the rapid prediction of temperature changes and the formulation of robust light radiation protection strategies for equipment exposed to nuclear explosion environments.…”
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Research on the Seismic Performance of Precast RCS Composite Joints Considering the Floor Slab Effect
Published 2025-06-01“…To address this issue, this paper designs a prefabricated, modular RCS composite joint considering the effect of floor slabs and uses the finite element software ABAQUS 2023 to perform a quasi-static analysis of the joint. …”
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