Ryan T. Armstrong

13 papers B 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D porous media image synthesis using conditional GAN. Comput. Geosci. Atheer Dheyauldeen, Ying Da Wang, Kunning Tang, Ryan T. Armstrong, Peyman Mostaghimi
2025	J	`jnl`	Deep learning assisted denoising of fast polychromatic X-ray micro-CT imaging of multiphase flow in porous media. Comput. Geosci. E. S. Mathew, Samuel J. Jackson, D. Wildenschild, Peyman Mostaghimi, Kunning Tang, Ryan T. Armstrong
2022	J	`jnl`	Deep learning for full-feature X-ray microcomputed tomography segmentation of proton electron membrane fuel cells. Comput. Chem. Eng. 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
2022	J	`jnl`	DeepAngle: Fast calculation of contact angles in tomography images using deep learning. CoRR Arash Rabbani, Chenhao Sun, Masoud Babaei, Vahid J. Niasar, Ryan T. Armstrong, Peyman Mostaghimi
2021	J	`jnl`	A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution. CoRR Yufu Niu, Samuel J. Jackson, Naif Alqahtani, Peyman Mostaghimi, Ryan T. Armstrong
2021	J	`jnl`	Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling. CoRR Samuel J. Jackson, Yufu Niu, Sojwal Manoorkar, Peyman Mostaghimi, Ryan T. Armstrong
2021	J	`jnl`	Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images. Appl. Soft Comput. Ying Da Wang, Mehdi Shabaninejad, Ryan T. Armstrong, Peyman Mostaghimi
2020	J	`jnl`	Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation. J. Comput. Phys. Ying Da Wang, Traiwit Chung, Ryan T. Armstrong, James E. McClure, Thomas Ramstad, Peyman Mostaghimi
2020	J	`jnl`	ML-LBM: Machine Learning Aided Flow Simulation in Porous Media. CoRR Ying Da Wang, Traiwit Chung, Ryan T. Armstrong, Peyman Mostaghimi
2020	J	`jnl`	Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images. CoRR Ying Da Wang, Mehdi Shabaninejad, Ryan T. Armstrong, Peyman Mostaghimi
2020	B	`conf`	Toward Real-Time Analysis of Synchrotron Micro-Tomography Data: Accelerating Experimental Workflows with AI and HPC. SMC James E. McClure, Junqi Yin, Ryan T. Armstrong, Ketan C. Maheshwari, Sean R. Wilkinson, Lucas Vlcek, Ying Da Wang, Mark A. Berrill, Mark Rivers
2019	J	`jnl`	Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning. CoRR Ying Da Wang, Ryan T. Armstrong, Peyman Mostaghimi
2019	J	`jnl`	Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images. CoRR Ying Da Wang, Ryan T. Armstrong, Peyman Mostaghimi