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Publications: Journal & Conferences

2019

Kerimov, Abdulla, Gary Mavko, Tapan Mukerji, and Jack Dvorkin. 2019. “Static and Dynamic Effective Moduli of Elastic-Perfectly Plastic Granular Aggregates under Normal Compression.” GEOPHYSICS 84 (5). SOC EXPLORATION GEOPHYSICISTS: MR185–MR194.

10.1190/GEO2018-0509.1

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

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

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

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

Hoffimann, Júlio. 2018. “FlumeNet: A Neural Network Model for Generating Videos of Flume Experiments.” CS230 Conference.

Meyers, Bennet, and Júlio Hoffimann. 2017. “Forecasting PV Power Time Series Data.” CS229 Conference.

Hoffimann, Júlio, and Ramiro Willmersdorf. 2012. “Sparse Probabilistic Collocations for Uncertainty Quantification in Reservoir Engineering.” 10-Th World Congress on Computational Mechanics.

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