Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - Physics of Fluids, 2021 - pubs.aip.org
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …

Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - Physics of Fluids, 2021 - pubs.aip.org
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …

Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - Physics of Fluids, 2021 - ui.adsabs.harvard.edu
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …

[PDF][PDF] Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - 2021 - researchgate.net
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …

Point-Cloud Deep Learning of Porous Media for Permeability Prediction

A Kashefi, T Mukerji - arXiv preprint arXiv:2107.14038, 2021 - arxiv.org
We propose a novel deep learning framework for predicting permeability of porous media
from their digital images. Unlike convolutional neural networks, instead of feeding the whole …

[PDF][PDF] Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - stanford.edu
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …

[PDF][PDF] Point-cloud deep learning of porous media for permeability prediction

A Kashefi, T Mukerji - 2021 - researchgate.net
We propose a novel deep learning framework for predicting the permeability of porous
media from their digital images. Unlike convolutional neural networks, instead of feeding the …