Masa Prodanovic

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 10

Top Topics

Variational Formulation

Machine Learning

Semantic Segmentation

Top Venues

Comput. Geosci.

J. Comput. Phys.

Publications

Lei Liu, Javier E. Santos, Masa Prodanovic, Michael J. Pyrcz
Mitigation of spatial nonstationarity with vision transformers. Comput. Geosci. 178 (2023)
Eric J. Goldfarb, Ken Ikeda, Richard A. Ketcham, Masa Prodanovic, Nicola Tisato
Predictive digital rock physics without segmentation. Comput. Geosci. 159 (2022)
Marta D'Elia, Hang Deng, Cedric G. Fraces, Krishna Garikipati, Lori Graham-Brady, Amanda A. Howard, George Em Karniadakis, Vahid Keshavarzzadeh, Robert M. Kirby, J. Nathan Kutz, Chunhui Li, Xing Liu, Hannah Lu, Pania Newell, Daniel O'Malley, Masa Prodanovic, Gowri Srinivasan, Alexandre M. Tartakovsky, Daniel M. Tartakovsky, Hamdi A. Tchelepi, Bozo Vazic, Hari S. Viswanathan, Hongkyu Yoon, Piotr Zarzycki
Machine Learning in Heterogeneous Porous Materials. CoRR (2022)
Javier E. Santos, Alex Gigliotti, Abhishek Bihani, Christopher Landry, Marc A. Hesse, Michael J. Pyrcz, Masa Prodanovic
MPLBM-UT: Multiphase LBM library for permeable media analysis. SoftwareX 18 (2022)
Lei Liu, Javier E. Santos, Masa Prodanovic, Michael J. Pyrcz
Mitigation of Spatial Nonstationarity with Vision Transformers. CoRR (2022)
Abhishek Bihani, Hugh Daigle, Javier E. Santos, Christopher Landry, Masa Prodanovic, Kitty Milliken
MudrockNet: Semantic segmentation of mudrock SEM images through deep learning. Comput. Geosci. 158 (2022)
Javier E. Santos, Ying Yin, Honggeun Jo, Wen Pan, Qinjun Kang, Hari S. Viswanathan, Masa Prodanovic, Michael J. Pyrcz, Nicholas Lubbers
Multi-Scale Neural Networks for to Fluid Flow in 3D Porous Media. CoRR (2021)
Abhishek Bihani, Hugh Daigle, Javier E. Santos, Christopher Landry, Masa Prodanovic, Kitty Milliken
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning. CoRR (2021)
Javier E. Santos, Mohammed Mehana, Hao Wu, Masa Prodanovic, Michael J. Pyrcz, Qinjun Kang, Nicholas Lubbers, Hari S. Viswanathan
Modeling nanoconfinement effects using active learning. CoRR (2020)
Soheil Ghanbarzadeh, Marc A. Hesse, Masa Prodanovic
A level set method for materials with texturally equilibrated pores. J. Comput. Phys. 297 (2015)
Jay Chu, Björn Engquist, Masa Prodanovic, Yen-Hsi Richard Tsai
A Multiscale Method Coupling Network and Continuum Models in Porous Media I: Steady-State Single Phase Flow. Multiscale Model. Simul. 10 (2) (2012)