Multiscale Simulation Platform Linking Lithium Ion Battery Electrode Fabrication Process with Performance at the Cell Level
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journal
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November 2017 |
Colloid Retention in Porous Media of Various Porosities: Predictions by the Hemispheres-in-Cell Model
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journal
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September 2009 |
Deep learning
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journal
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May 2015 |
ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks
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journal
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April 2021 |
Computationally Efficient Multiscale Neural Networks Applied to Fluid Flow in Complex 3D Porous Media
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journal
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May 2021 |
Numerical simulation of the filtration process in fibrous filters using CFD-DEM method
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journal
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November 2016 |
CFD and Gaussian atmospheric dispersion models: A comparison for leak from carbon dioxide transportation and storage facilities
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journal
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November 2008 |
Upscaling colloid transport and retention under unfavorable conditions: Linking mass transfer to pore and grain topology: UPSCALING COLLOIDS
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journal
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September 2013 |
Predicting colloid transport through saturated porous media: A critical review: PREDICTING COLLOID TRANSPORT THROUGH SATURATED POROUS MEDIA
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journal
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September 2015 |
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
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journal
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July 2020 |
Macroscopic models for filtration and heterogeneous reactions in porous media
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journal
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July 2020 |
The Role of Carbon Capture and Utilization, Carbon Capture and Storage, and Biomass to Enable a Net-Zero-CO 2 Emissions Chemical Industry
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journal
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March 2020 |
Machine learning-based modeling and operation for ALD of SiO2 thin-films using data from a multiscale CFD simulation
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journal
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November 2019 |
Investigation of flow through triply periodic minimal surface-structured porous media using MRI and CFD
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journal
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February 2021 |
Taylor dispersion in porous media. Determination of the dispersion tensor
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journal
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October 1993 |
PIV measurements and CFD simulations of the particle-scale flow distribution in a packed bed
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journal
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October 2019 |
Modelling of methanol synthesis in a network of forced unsteady-state ring reactors by artificial neural networks for control purposes
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journal
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October 2004 |
New collector efficiency equation for colloid filtration in both natural and engineered flow conditions: NEW COLLECTOR EFFICIENCY EQUATION FOR COLLOID
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journal
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May 2011 |
Homogenization of a convection–diffusion model with reaction in a porous medium
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journal
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April 2007 |
The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions
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journal
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April 1998 |
Deep Autoregressive Neural Networks for High‐Dimensional Inverse Problems in Groundwater Contaminant Source Identification
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journal
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May 2019 |
Seeing permeability from images: fast prediction with convolutional neural networks
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journal
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September 2018 |
CFD-modelling of activated carbon fibers for indoor air purification
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journal
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June 2019 |
RepVGG: Making VGG-style ConvNets Great Again
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conference
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June 2021 |
Pore-scale CFD simulations of clay mobilization in natural porous media due to fresh water injection
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journal
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January 2022 |
Active- and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows
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journal
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February 2021 |
Extending Applicability of Correlation Equations to Predict Colloidal Retention in Porous Media at Low Fluid Velocity
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journal
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February 2013 |
New Classification of Carbonate Rocks for Process-Based Pore-Scale Modeling
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journal
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December 2012 |
A dynamic model of CO2 diffusion coefficient in shale based on the whole process fitting
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journal
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January 2022 |
CFD Investigation and neutral network modeling of heat transfer and pressure drop of nanofluids in double pipe helically baffled heat exchanger with a 3-D fined tube
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journal
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May 2016 |
Numerical determination of the volumetric heat transfer coefficient in fixed beds of wood chips
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journal
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December 2020 |
Dynamically Polarizable Force Fields for Surface Simulations via Multi-output Classification Neural Networks
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journal
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July 2021 |
PoreSpy: A Python Toolkit for Quantitative Analysis of Porous Media Images
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journal
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May 2019 |
Three-dimensional particle-resolved models of Li-ion batteries to assist the evaluation of empirical parameters in one-dimensional models
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journal
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March 2012 |
Machine learning for predicting properties of porous media from 2d X-ray images
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journal
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January 2020 |
Heat transfer to a gas from densely packed beds of monodisperse spherical particles
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journal
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April 2017 |
DEM-CFD simulations of fixed bed reactors with small tube to particle diameter ratios
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journal
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January 2011 |
Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network
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journal
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December 2017 |
On the failure of upscaling the single-collector efficiency to the transport of colloids in an array of collectors
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journal
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July 2016 |
A ConvNet for the 2020s
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conference
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June 2022 |
Applicability regimes for macroscopic models of reactive transport in porous media
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journal
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March 2011 |
Pressure-swing-adsorption of gaseous mixture in isotropic porous medium: Transient 3D modeling and validation
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journal
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September 2018 |
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media
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journal
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April 2020 |
From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media
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journal
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March 2022 |
Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows
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journal
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June 2018 |
Efficient uncertainty quantification for dynamic subsurface flow with surrogate by Theory-guided Neural Network
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journal
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January 2021 |
An open-source workflow for open-cell foams modelling: Geometry generation and CFD simulations for momentum and mass transport
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journal
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June 2022 |
A computational workflow to study particle transport and filtration in porous media: Coupling CFD and deep learning
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journal
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August 2021 |
Micro/nanofibrous nonwovens with high filtration performance and radiative heat dissipation property for personal protective face mask
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journal
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November 2021 |
Microscale simulation of particle deposition in porous media
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journal
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March 2014 |
Deep Convolutional Encoder‐Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media
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journal
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January 2019 |