Skip to content Skip to navigation

Publications: Journal & Conferences

2021

Grana, Dario, Mingliang Liu, and Mohit Ayani. 2021. “Prediction of CO2 Saturation Spatial Distribution Using Geostatistical Inversion of Time-Lapse Geophysical Data.” IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 59 (5). IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC: 3846–56.

10.1109/TGRS.2020.3018910

Nesvold, Erik, and Tapan Mukerji. 2021. “Simulation of Fluvial Patterns With GANs Trained on a Data Set of Satellite Imagery.” WATER RESOURCES RESEARCH 57 (5). AMER GEOPHYSICAL UNION.

10.1029/2019WR025787

Song, Suihong, Tapan Mukerji, and Jiagen Hou. 2021. “Geological Facies Modeling Based on Progressive Growing of Generative Adversarial Networks (GANs).” COMPUTATIONAL GEOSCIENCES. SPRINGER.

10.1007/s10596-021-10059-w

Song, Suihong, Tapan Mukerji, and Jiagen Hou. 2021. “GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs).” MATHEMATICAL GEOSCIENCES. SPRINGER HEIDELBERG.

10.1007/s11004-021-09934-0

MacKie, Emma J., Dustin M. Schroeder, Chen Zuo, Zhen Yin, and Jef Caers. 2021. “Stochastic Modeling of Subglacial Topography Exposes Uncertainty in Water Routing at Jakobshavn Glacier.” JOURNAL OF GLACIOLOGY 67 (261). CAMBRIDGE UNIV PRESS: 75–83.

10.1017/jog.2020.84

Roy, Ankur, Edmund Perfect, and Tapan Mukerji. 2021. “Analysis of Spatially Distributed Fracture Attributes: Normalized Lacunarity Ratio.” JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH 126 (2). AMER GEOPHYSICAL UNION.

10.1029/2019JB018350

MacKie, Emma J., Dustin M. Schroeder, Chen Zuo, Zhen Yin, and Jef Caers. 2021. “Stochastic Modeling of Subglacial Topography Exposes Uncertainty in Water Routing at Jakobshavn Glacier.” JOURNAL OF GLACIOLOGY 67 (261). CAMBRIDGE UNIV PRESS: 75–83.

10.1017/jog.2020.84

Li, Qingyun, Lijing Wang, Zach Perzan, Jef Caers, Gordon E. Brown Jr., et al. 2021. “Global Sensitivity Analysis of a Reactive Transport Model for Mineral Scale Formation During Hydraulic Fracturing.” Environmental Engineering Science.

10.1089/ees.2020.0365

Li, Qingyun, Lijing Wang, Zach Perzan, Jef Caers, Gordon E. Brown Jr., et al. 2021. “Global Sensitivity Analysis of a Reactive Transport Model for Mineral Scale Formation During Hydraulic Fracturing.” Environmental Engineering Science.

10.1089/ees.2020.0365

2020

Chatterjee, Snehamoy, Roohollah Askari, Jer-Yu Jeng, Mohammed Abuzaied, and Alexander Miltenberger. 2020. “Stochastic Fracture Simulation Using Pixel-Based Multiple-Point Geostatistics by Integrating Seismic Radial Anisotropy and Well Data: Applications in Two Hydrology Sites.” ENVIRONMENTAL EARTH SCIENCES 79 (23). SPRINGER.

10.1007/s12665-020-09258-y

Fouedjio, Francky, Celine Scheidt, Liang Yang, Yizheng Wang, and Jef Caers. 2020. “Conditional Simulation of Categorical Spatial Variables Using Gibbs Sampling of a Truncated Multivariate Normal Distribution Subject to Linear Inequality Constraints.” STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. SPRINGER.

10.1007/s00477-020-01925-7

Fouedjio, Francky, Celine Scheidt, Liang Yang, Yizheng Wang, and Jef Caers. 2020. “Conditional Simulation of Categorical Spatial Variables Using Gibbs Sampling of a Truncated Multivariate Normal Distribution Subject to Linear Inequality Constraints.” STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. SPRINGER.

10.1007/s00477-020-01925-7

Fouedjio, Francky, Celine Scheidt, Liang Yang, Yizheng Wang, and Jef Caers. 2020. “Conditional Simulation of Categorical Spatial Variables Using Gibbs Sampling of a Truncated Multivariate Normal Distribution Subject to Linear Inequality Constraints.” STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. SPRINGER.

10.1007/s00477-020-01925-7

Wang, Ziye, Zhen Yin, Jef Caers, and Renguang Zuo. 2020. “A Monte Carlo-Based Framework for Risk-Return Analysis in Mineral Prospectivity Mapping.” GEOSCIENCE FRONTIERS 11 (6). CHINA UNIV GEOSCIENCES, BEIJING: 2297–2308.

10.1016/j.gsf.2020.02.010

Wang, Ziye, Zhen Yin, Jef Caers, and Renguang Zuo. 2020. “A Monte Carlo-Based Framework for Risk-Return Analysis in Mineral Prospectivity Mapping.” GEOSCIENCE FRONTIERS 11 (6). CHINA UNIV GEOSCIENCES, BEIJING: 2297–2308.

10.1016/j.gsf.2020.02.010

Park, Jihoon, and Jef Caers. 2020. “Direct Forecasting of Global and Spatial Model Parameters from Dynamic Data.” COMPUTERS & GEOSCIENCES 143. PERGAMON-ELSEVIER SCIENCE LTD.

10.1016/j.cageo.2020.104567

Pradhan, Anshuman, Nader C. Dutta, Huy Q. Le, Biondo Biondi, and Tapan Mukerji. 2020. “Approximate Bayesian Inference of Seismic Velocity and Pore-Pressure Uncertainty with Basin Modeling, Rock Physics, and Imaging Constraints.” GEOPHYSICS 85 (5). SOC EXPLORATION GEOPHYSICISTS: ID19–ID34.

10.1190/GEO2019-0767.1

Ayani, Mohit, Dario Grana, and Mingliang Liu. 2020. “Stochastic Inversion Method of Time-Lapse Controlled Source Electromagnetic Data for CO2 Plume Monitoring.” INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL 100. ELSEVIER SCI LTD.

10.1016/j.ijggc.2020.103098

Pradhan, Anshuman, Nader C. Dutta, Huy Q. Le, Biondo Biondi, and Tapan Mukerji. 2020. “Approximate Bayesian Inference of Seismic Velocity and Pore-Pressure Uncertainty with Basin Modeling, Rock Physics, and Imaging Constraints.” GEOPHYSICS 85 (5). SOC EXPLORATION GEOPHYSICISTS: ID19–ID34.

10.1190/GEO2019-0767.1

Das, Vishal, and Tapan Mukerji. 2020. “Petrophysical Properties Prediction from Prestack Seismic Data Using Convolutional Neural Networks.” GEOPHYSICS 85 (5). SOC EXPLORATION GEOPHYSICISTS: N41–N55.

10.1190/GEO2019-0650.1

Liu, Mingliang, and Dario Grana. 2020. “Petrophysical Characterization of Deep Saline Aquifers for CO2 Storage Using Ensemble Smoother and Deep Convolutional Autoencoder.” ADVANCES IN WATER RESOURCES 142. ELSEVIER SCI LTD.

10.1016/j.advwatres.2020.103634

Pages