Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images. - Ying Da Wang; Ryan T. Armstrong; Peyman Mostaghimi (CoRR, 2019)

Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning. - Ying Da Wang; Ryan T. Armstrong; Peyman Mostaghimi (CoRR, 2019)

Toward Real-Time Analysis of Synchrotron Micro-Tomography Data: Accelerating Experimental Workflows with AI and HPC. - James E. McClure; Junqi Yin; Ryan T. Armstrong; Ketan C. Maheshwari; Sean R. Wilkinson; Lucas Vlcek; Ying Da Wang; Mark A. Berrill; Mark Rivers (SMC, 2020)

Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images. - Ying Da Wang; Mehdi Shabaninejad; Ryan T. Armstrong; Peyman Mostaghimi (CoRR, 2020)

ML-LBM: Machine Learning Aided Flow Simulation in Porous Media. - Ying Da Wang; Traiwit Chung; Ryan T. Armstrong; Peyman Mostaghimi (CoRR, 2020)

Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation. - Ying Da Wang; Traiwit Chung; Ryan T. Armstrong; James E. McClure; Thomas Ramstad; Peyman Mostaghimi (J. Comput. Phys., 2020)

Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images. - Ying Da Wang; Mehdi Shabaninejad; Ryan T. Armstrong; Peyman Mostaghimi (Appl. Soft Comput., 2021)

Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling. - Samuel J. Jackson; Yufu Niu; Sojwal Manoorkar; Peyman Mostaghimi; Ryan T. Armstrong (CoRR, 2021)

A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution. - Yufu Niu; Samuel J. Jackson; Naif Alqahtani; Peyman Mostaghimi; Ryan T. Armstrong (CoRR, 2021)

Deep learning for full-feature X-ray microcomputed tomography segmentation of proton electron membrane fuel cells. - Kunning Tang; Quentin Meyer; Robin White; Ryan T. Armstrong; Peyman Mostaghimi; Ying Da Wang; Shiyang Liu; Chuan Zhao; Klaus Regenauer-Lieb; Patrick Kin Man Tung (Comput. Chem. Eng., 2022)

DeepAngle: Fast calculation of contact angles in tomography images using deep learning. - Arash Rabbani; Chenhao Sun; Masoud Babaei; Vahid J. Niasar; Ryan T. Armstrong; Peyman Mostaghimi (CoRR, 2022)

Deep learning assisted denoising of fast polychromatic X-ray micro-CT imaging of multiphase flow in porous media. - E. S. Mathew; Samuel J. Jackson; D. Wildenschild; Peyman Mostaghimi; Kunning Tang; Ryan T. Armstrong (Comput. Geosci., 2025)