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Mechanical properties and failure mechanism of 3D printing ultra-high performance concrete
Steel fiber reinforced 3D printing ultra-high performance concrete (3DP-UHPC) is prepared
and experimentally studied. The effects of steel fiber content and various interlayer …
and experimentally studied. The effects of steel fiber content and various interlayer …
[HTML][HTML] A computationally efficient modeling of flow in complex porous media by coupling multiscale digital rock physics and deep learning: Improving the tradeoff …
Digital rock physics is at the forefront of characterizing porous media, leveraging advanced
tomographic imaging and numerical simulations to extract key rock properties like …
tomographic imaging and numerical simulations to extract key rock properties like …
Epi-ckans: Elasto-plasticity informed kolmogorov-arnold networks using chebyshev polynomials
Multilayer perceptron (MLP) networks are predominantly used to develop data-driven
constitutive models for granular materials. They offer a compelling alternative to traditional …
constitutive models for granular materials. They offer a compelling alternative to traditional …
[HTML][HTML] Pore-scale fluid distribution and remaining oil during tertiary low-salinity waterflooding in a carbonate
Low-salinity waterflooding, as a promising enhanced oil recovery method, has exhibited
exciting results in various experiments conducted at different scales. For carbonate rock …
exciting results in various experiments conducted at different scales. For carbonate rock …
ESM data downscaling: a comparison of super-resolution deep learning models
Climate projections at fine spatial resolutions are required to conduct accurate risk
assessment for critical infrastructure and design adaptation planning. Generating these …
assessment for critical infrastructure and design adaptation planning. Generating these …
[HTML][HTML] Deformation of the void space of pores and fractures of carbonates: Comprehensive analysis of core and field data
Many new and developed oilfields are confined to carbonate reservoirs with a complex void
space structure. In this study, the behavior of carbonates as a function of decreased …
space structure. In this study, the behavior of carbonates as a function of decreased …
[HTML][HTML] Geosystems risk and uncertainty: The application of ChatGPT with targeted prompting
ChatGPT, a prominent large language model (LLM), is being increasingly used across a
wide range of scientific fields. Geosystem engineers and researchers are also posed to …
wide range of scientific fields. Geosystem engineers and researchers are also posed to …
[HTML][HTML] Resolution enhancement and segmentation of polar bubbly ice micro CT scans via 3D convolutional neural network
Accurate segmentation of 3D micro CT scans is a key step in the process of analysis of the
microstructure of porous materials. In polar ice core studies, the environmental effects on the …
microstructure of porous materials. In polar ice core studies, the environmental effects on the …
[HTML][HTML] Enhancing experimental image quality in two-phase bubbly systems with super-resolution using generative adversarial networks
Fluid Dynamics is a key scientific field to multitudes of engineering applications.
Experimental work in this field requires careful set-up and expensive image-capturing …
Experimental work in this field requires careful set-up and expensive image-capturing …
Numerical Simulation Analysis of Control Factors on Acoustic Velocity in Carbonate Reservoirs
J He, W Zhang, D Zhao, N Li, Q Kang, K Cai, L Wang… - Minerals, 2024 - mdpi.com
The conventional Archie formula struggles with the interpretation of water saturation from
resistivity well log data due to the increasing complexity of exploration targets. This …
resistivity well log data due to the increasing complexity of exploration targets. This …