Rapid Learning-Based and Geologically Consistent History Matching

Image-based modeling of granular porous media

(2017) Pejman Tahmasebi et al.   GEOPHYSICAL RESEARCH LETTERS

Error modeling for surrogates of dynamical systems using machine learning

(2017) Sumeet Trehan et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Pore-scale simulation of flow of CO 2 and brine in reconstructed and actual 3D rock cores

(2017) Pejman Tahmasebi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

HYPPS: A hybrid geostatistical modeling algorithm for subsurface modeling

(2017) Pejman Tahmasebi   WATER RESOURCES RESEARCH

Stochastic shale permeability matching: Three-dimensional characterization and modeling

(2016) Pejman Tahmasebi et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Regularized kernel PCA for the efficient parameterization of complex geological models

(2016) Hai X. Vo et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Trajectory piecewise quadratic reduced-order model for subsurface flow, with application to PDE-constrained optimization

(2016) Sumeet Trehan et al.   JOURNAL OF COMPUTATIONAL PHYSICS

An improved TSVD-based Levenberg–Marquardt algorithm for history matching and comparison with Gauss–Newton

(2016) Mehrdad G. Shirangi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Enhancing multiple-point geostatistical modeling: 2. Iterative simulation and multiple distance function

(2016) Pejman Tahmasebi et al.   WATER RESOURCES RESEARCH

Data assimilation and uncertainty assessment for complex geological models using a new PCA-based parameterization

(2015) Hai X. Vo et al.   COMPUTATIONAL GEOSCIENCES

Bridging multipoint statistics and truncated Gaussian fields for improved estimation of channelized reservoirs with ensemble methods

(2015) Bogdan Sebacher et al.   COMPUTATIONAL GEOSCIENCES

Updating joint uncertainty in trend and depositional scenario for reservoir exploration and early appraisal

(2015) Céline Scheidt et al.   COMPUTATIONAL GEOSCIENCES

Geological feature selection in reservoir modelling and history matching with Multiple Kernel Learning

(2015) V. Demyanov et al.   COMPUTERS & GEOSCIENCES

Closed-Loop Field Development Under Uncertainty by Use of Optimization With Sample Validation

(2015) Mehrdad G. Shirangi et al.   SPE JOURNAL

Geostatistical Simulation and Reconstruction of Porous Media by a Cross-Correlation Function and Integration of Hard and Soft Data

(2015) Pejman Tahmasebi et al.   TRANSPORT IN POROUS MEDIA

Functional error modeling for uncertainty quantification in hydrogeology

(2015) L. Josset et al.   WATER RESOURCES RESEARCH

Ensembles-based and GA-based optimization for landfill gas production

(2014) Hu Li et al.   AICHE JOURNAL

Managing abnormal operation through process integration and cogeneration systems

(2014) Serveh Kamrava et al.   Clean Technologies and Environmental Policy

MS-CCSIM: Accelerating pattern-based geostatistical simulation of categorical variables using a multi-scale search in Fourier space

(2014) Pejman Tahmasebi et al.   COMPUTERS & GEOSCIENCES

A New Differentiable Parameterization Based on Principal Component Analysis for the Low-Dimensional Representation of Complex Geological Models

(2014) Hai X. Vo et al.   Mathematical Geosciences

History matching production data and uncertainty assessment with an efficient TSVD parameterization algorithm

(2013) Mehrdad Gharib Shirangi   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Computer simulation of gas generation and transport in landfills: VI—Dynamic updating of the model using the ensemble Kalman filter

(2012) Hu Li et al.   CHEMICAL ENGINEERING SCIENCE

Large-scale history matching with quadratic interpolation models

(2012) Hui Zhao et al.   COMPUTATIONAL GEOSCIENCES

Sparse geologic dictionaries for subsurface flow model calibration: Part I. Inversion formulation

(2011) Mohammadreza Mohammad Khaninezhad et al.   ADVANCES IN WATER RESOURCES

Computer simulation of gas generation and transport in landfills. V: Use of artificial neural network and the genetic algorithm for short- and long-term forecasting and planning

(2011) Hu Li et al.   CHEMICAL ENGINEERING SCIENCE

A Probability Conditioning Method (PCM) for Nonlinear Flow Data Integration into Multipoint Statistical Facies Simulation

(2011) Behnam Jafarpour et al.   Mathematical Geosciences

History Matching a Field Case Using the Ensemble Kalman Filter With Covariance Localization

(2011) Alexandre A. Emerick et al.   SPE RESERVOIR EVALUATION & ENGINEERING

Bayesian inverse problem and optimization with iterative spatial resampling

(2010) Grégoire Mariethoz et al.   WATER RESOURCES RESEARCH

Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification

(2009) Linah Mohamed et al.   SPE JOURNAL

Development of Surrogate Reservoir Model (SRM) for fast track analysis of a complex reservoir

(2009) Shahab D. Mohaghegh et al.   International Journal of Oil Gas and Coal Technology