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Publications: Journal & Conferences

2021

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

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

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

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

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

Minh Tran, Tapan Mukerji, and Allegra Hosford Scheirer. 2020. “Lithofacies-Dependent Rock-Physics Templates of an Unconventional Shale Reservoir on the North Slope, Alaska.” INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION 8 (3). SOC EXPLORATION GEOPHYSICISTS: T611–T623.

10.1190/INT-2019-0156.1

Pradhan, Anshuman, and Tapan Mukerji. 2020. “Seismic Bayesian Evidential Learning: Estimation and Uncertainty Quantification of Sub-Resolution Reservoir Properties.” COMPUTATIONAL GEOSCIENCES 24 (3). SPRINGER: 1121–40.

10.1007/s10596-019-09929-1

Pradhan, Anshuman, and Tapan Mukerji. 2020. “Seismic Bayesian Evidential Learning: Estimation and Uncertainty Quantification of Sub-Resolution Reservoir Properties.” COMPUTATIONAL GEOSCIENCES 24 (3). SPRINGER: 1121–40.

10.1007/s10596-019-09929-1

Yin, Zhen, Sebastien Strebelle, and Jef Caers. 2020. “Automated Monte Carlo-Based Quantification and Updating of Geological Uncertainty with Borehole Data (AutoBEL v1.0).” GEOSCIENTIFIC MODEL DEVELOPMENT 13 (2). COPERNICUS GESELLSCHAFT MBH: 651–72.

10.5194/gmd-13-651-2020

Zhang, Zhao, Chen Bao, Reynaldo Cardona, John Castagna, Todd Dygert, et al. 2020. “Introduction to Special Section: Rock Properties from AVA/AVO Analysis.” INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION 8 (1). SOC EXPLORATION GEOPHYSICISTS.

10.1190/INT-2019-1212-SPSEINTRO.1

Zuo, Chen, Zhen Yin, Zhibin Pan, Emma J. MacKie, and Jef Caers. 2020. “A Tree-Based Direct Sampling Method for Stochastic Surface and Subsurface Hydrological Modeling.” WATER RESOURCES RESEARCH 56 (2). AMER GEOPHYSICAL UNION.

10.1029/2019WR026130

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