Skip to content Skip to navigation

Publications: Journal & Conferences

2019

Lopez, Alandra, Jef Caers, and Scott Fendorf. 2019. “Predicting Drivers of Groundwater Cr(VI) Contamination in the Central Valley, CA: Integrated Multivariate Statistical & Geospatial Approach.” ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 258. AMER CHEMICAL SOC.

Biswas, Reetam, Mrinal K. Sen, Vishal Das, and Tapan Mukerji. 2019. “Prestack and Poststack Inversion Using a Physics-Guided Convolutional Neural Network.” INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION 7 (3). SOC EXPLORATION GEOPHYSICISTS: SE161–SE174.

10.1190/INT-2018-0236.1

Guo, Xiaowen, Sheng He, Keyu Liu, Zhi Yang, Shengqiang Yuan, et al. 2019. “Generation and Evolution of Overpressure Caused by Hydrocarban Generation in the Jurassic Source Rocks of the Central Junggar Basin, Northwestern China.” AAPG BULLETIN 103 (7). AMER ASSOC PETROLEUM GEOLOGIST: 1553–74.

10.1306/1213181614017139

Das, Vishal, Tapan Mukerji, and Gary Mavko. 2019. “Numerical Simulation of Coupled Fluid-Solid Interaction at the Pore Scale: A Digital Rock-Physics Technology.” GEOPHYSICS 84 (4). SOC EXPLORATION GEOPHYSICISTS: WA71–WA81.

10.1190/GEO2018-0488.1

Al Ibrahim, Mustafa A., Abdulla Kerimov, Tapan Mukerji, and Gary Mavko. 2019. “Particula: A Simulator Tool for Computational Rock Physics of Granular Media.” GEOPHYSICS 84 (3). SOC EXPLORATION GEOPHYSICISTS: F85–F95.

10.1190/GEO2018-0481.1

Das, Vishal, Tapan Mukerji, and Gary Mavko. 2019. “Scale Effects of Velocity Dispersion and Attenuation (Q(-1)) in Layered Viscoelastic Medium.” GEOPHYSICS 84 (3). SOC EXPLORATION GEOPHYSICISTS: T147–T166.

10.1190/GEO2018-0154.1

Smith, Ryan, Tapan Mukerji, and Tony Lupo. 2019. “Correlating Geologic and Seismic Data with Unconventional Resource Production Curves Using Machine Learning.” GEOPHYSICS 84 (2). SOC EXPLORATION GEOPHYSICISTS: O39–O47.

10.1190/GEO2018-0202.1

Liu, Mingliang, and Dario Grana. 2019. “Accelerating Geostatistical Seismic Inversion Using TensorFlow: A Heterogeneous Distributed Deep Learning Framework.” COMPUTERS & GEOSCIENCES 124. PERGAMON-ELSEVIER SCIENCE LTD: 37–45.

10.1016/j.cageo.2018.12.007

Yang, Liang, David Hyde, Ognjen Grujic, Celine Scheidt, and Jef Caers. 2019. “Assessing and Visualizing Uncertainty of 3D Geological Surfaces Using Level Sets with Stochastic Motion.” COMPUTERS & GEOSCIENCES 122. PERGAMON-ELSEVIER SCIENCE LTD: 54–67.

10.1016/j.cageo.2018.10.006

Fouedjio, Francky, and Jens Klump. 2019. “Exploring Prediction Uncertainty of Spatial Data in Geostatistical and Machine Learning Approaches.” ENVIRONMENTAL EARTH SCIENCES 78 (1). SPRINGER.

10.1007/s12665-018-8032-z

Yang, Liang, David Hyde, Ognjen Grujic, Celine Scheidt, and Jef Caers. 2019. “Assessing and Visualizing Uncertainty of 3D Geological Surfaces Using Level Sets with Stochastic Motion.” COMPUTERS & GEOSCIENCES 122. PERGAMON-ELSEVIER SCIENCE LTD: 54–67.

10.1016/j.cageo.2018.10.006

Yang, Liang, David Hyde, Ognjen Grujic, Celine Scheidt, and Jef Caers. 2019. “Assessing and Visualizing Uncertainty of 3D Geological Surfaces Using Level Sets with Stochastic Motion.” COMPUTERS & GEOSCIENCES 122. PERGAMON-ELSEVIER SCIENCE LTD: 54–67.

10.1016/j.cageo.2018.10.006

Hou, Weisheng, Chanjie Cui, Liang Yang, Qiaochu Yang, and Keith Clarke. 2019. “Entropy-Based Weighting in One-Dimensional Multiple Errors Analysis of Geological Contacts to Model Geological Structure.” MATHEMATICAL GEOSCIENCES 51 (1). SPRINGER HEIDELBERG: 29–51.

10.1007/s11004-018-9750-1

Pollack, Ahinoam, and Tapan Mukerji. 2019. “What Earth Properties and Engineering Decisions Most Influence the Productivity of an Enhanced Geothermal System?” INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS 158. ELSEVIER SCIENCE BV: 6024–29.

10.1016/j.egypro.2019.01.516

Rustowicz, Rose M., Robin Cheong, Lijing Wang, Stefano Ermon, Marshall Burke, et al. 2019. “Semantic Segmentation of Crop Type in Africa: A Novel Dataset and Analysis of Deep Learning Methods.”

2018

Kerimov, Abdulla, Gary Mavko, Tapan Mukerji, Jack Dvorkin, and Mustafa A. Al Ibrahim. 2018. “The Influence of Convex Particles' Irregular Shape and Varying Size on Porosity, Permeability, and Elastic Bulk Modulus of Granular Porous Media: Insights From Numerical Simulations.” JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH 123 (12). AMER GEOPHYSICAL UNION: 10563–82.

10.1029/2018JB016031

Kerimov, Abdulla, Gary Mavko, Tapan Mukerji, Jack Dvorkin, and Mustafa A. Al Ibrahim. 2018. “The Influence of Convex Particles' Irregular Shape and Varying Size on Porosity, Permeability, and Elastic Bulk Modulus of Granular Porous Media: Insights From Numerical Simulations.” JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH 123 (12). AMER GEOPHYSICAL UNION: 10563–82.

10.1029/2018JB016031

Phelps, Geoff, Celine Scheidt, and Jef Caers. 2018. “Exploring Viable Geologic Interpretations of Gravity Models Using Distance-Based Global Sensitivity Analysis and Kernel Methods.” GEOPHYSICS 83 (5). SOC EXPLORATION GEOPHYSICISTS: G79–G92.

10.1190/GEO2017-0742.1

Phelps, Geoff, Celine Scheidt, and Jef Caers. 2018. “Exploring Viable Geologic Interpretations of Gravity Models Using Distance-Based Global Sensitivity Analysis and Kernel Methods.” GEOPHYSICS 83 (5). SOC EXPLORATION GEOPHYSICISTS: G79–G92.

10.1190/GEO2017-0742.1

Alkawai, Wisam H., Tapan Mukerji, Allegra Hosford Scheirer, and Stephan A. Graham. 2018. “Integrating Statistical Rock Physics and Pressure and Thermal History Modeling to Map Reservoir Lithofacies in the Deepwater Gulf of Mexico.” GEOPHYSICS 83 (4). SOC EXPLORATION GEOPHYSICISTS: IM15–IM28.

10.1190/GEO2017-0427.1

Barfod, Adrian A. S., Ingelise Moller, Anders V. Christiansen, Anne-Sophie Hoyer, Julio Hoffimann, et al. 2018. “Hydrostratigraphic Modeling Using Multiple-Point Statistics and Airborne Transient Electromagnetic Methods.” HYDROLOGY AND EARTH SYSTEM SCIENCES 22 (6). COPERNICUS GESELLSCHAFT MBH: 3351–73.

10.5194/hess-22-3351-2018

Pages