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Publications: Journal & Conferences

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

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

Pollack, Ahinoam, Tapan Mukerji, Pengcheng Fu, Don Nelson, Bill Bartling, et al. 2020. “A Spatial-Statistical Investigation of Surface Expressions Associated with Cyclic Steaming in the Midway-Sunset Oil Field, California.” GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES 6 (1). SPRINGER HEIDELBERG.

10.1007/s40948-020-00142-4

Fouedjio, Francky. 2020. “Clustering of Multivariate Geostatistical Data.” Wiley Interdisciplinary Reviews: Computational Statistics. Wiley.

10.1002/wics.1510

2019

Athens, Noah D., and Jef K. Caers. 2019. “A Monte Carlo-Based Framework for Assessing the Value of Information and Development Risk in Geothermal Exploration.” APPLIED ENERGY 256. ELSEVIER SCI LTD.

10.1016/j.apenergy.2019.113932

Athens, Noah D., and Jef K. Caers. 2019. “A Monte Carlo-Based Framework for Assessing the Value of Information and Development Risk in Geothermal Exploration.” APPLIED ENERGY 256. ELSEVIER SCI LTD.

10.1016/j.apenergy.2019.113932

Hoffimann, Julio, Aaron Bufe, and Jef Caers. 2019. “Morphodynamic Analysis and Statistical Synthesis of Geomorphic Data: Application to a Flume Experiment.” JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE. AMER GEOPHYSICAL UNION.

10.1029/2019JF005245

Pollack, Ahinoam, and Tapan Mukerji. 2019. “Accounting for Subsurface Uncertainty in Enhanced Geothermal Systems to Make More Robust Techno-Economic Decisions.” APPLIED ENERGY 254. ELSEVIER SCI LTD.

10.1016/j.apenergy.2019.113666

Fossum, Trygve Olav, John Ryan, Tapan Mukerji, Jo Eidsvik, Thom Maughan, et al. 2019. “Compact Models for Adaptive Sampling in Marine Robotics.” INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH. SAGE PUBLICATIONS LTD.

10.1177/0278364919884141

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