Monte Carlo Analysis of Reservoir Models Using Seismic Data and ...

We present a study on the analysis of petroleum reservoir models consistent with seismic data and geostatistical constraints performed on a synthetic ...

Request PDF | Monte Carlo Analysis of Reservoir Models Using Seismic Data and Geostatistical Models | We present a study on the analysis of petroleum ...

Monte Carlo reservoir analysis combining seismic reflection data ...

... reservoir properties using rock-physics models and statistical analysis on well log data. This sequential scheme gives equivalent, but not identical ...

Monte Carlo reservoir analysis combining seismic reflection data ...

... reservoir zone. We thus combined a rock-physics model with seismic data in a single inversion algorithm. For large data sets, theMcMC method may become ...

Monte Carlo reservoir analysis combining seismic reflection data ...

We thus combined a rock-physics model with seismic data in a single inversion algorithm. For large data sets, the McMC method may become ...

Monte Carlo reservoir analysis combining seismic reflection data ...

... reservoir zone. We thus combined a rock-physics model with seismic data in a single inversion algorithm. For large data sets, the McMC method may become ...

Monte Carlo reservoir analysis combining seismic reflection data ...

Monte Carlo reservoir analysis ... We thus combined a rock-physicsmodel with seismic data in a single inversion algorithm. ... reservoir models, which weresamples ...

Monte Carlo reservoir analysis combining seismic reflection data ...

We thus combined a rock-physics model with seismic data in a single inversion algorithm. For large data sets, the McMC method may become ...

Towards process-based geological reservoir modelling: Obtaining ...

The solution space was explored with a Quasi-Monte Carlo method in order to ... seismic data through geostatistical tools. In these models ...

A Monte Carlo approach to the joint estimation of reservoir and ...

This method combines the impedances calculated from the well-log data with the measured seismic data at the well location. The source wavelet is ...

(PDF) Estimation of reservoir properties from seismic data through a ...

PDF | We formulate the amplitude versus angle (AVA) inversion in terms of a Markov Chain Monte Carlo (MCMC) algorithm and apply it for reservoir.

Prediction of 3-D Facies and Petrophysical Models using Seismic ...

... Seismic Inversion and Advanced Statistical Data Analytics in Midland ... models using Markov Chain Monte Carlo (MCMC) simulation process.

Prediction of Reservoir Properties by Monte Carlo Simulation and ...

The suitable seismic attributes and the given reservoir properties are selected and input to the Artificial Neural Network (ANN) to detect the weighting factors ...

Markov chain Monte Carlo for seismic facies classification

The inversion is compared to an MCMC method with prior models sampled from a first-order Markov chain and Bayesian facies classification.

Estimating reservoir permeabilities using the seismic response to ...

Highlights. ▻ Developed a Markov Chain Monte Carlo inversion tool. ▻ It identifies permeability models based on seismic reflection and other data. ▻ Algorithm's ...

Seismic Reservoir Modeling: Theory, Examples, and Algorithms

Seismic reservoir characterization aims to build 3-dimensional models of rock and fluid properties, including elastic and petrophysical variables.

Estimation of reservoir properties from seismic data through a ...

We formulate the amplitude versus angle (AVA) inversion in terms of a Markov Chain Monte Carlo (MCMC) algorithm and apply it for reservoir characterisation.

Estimation of Reservoir Fracture Properties from Seismic Data Using ...

A stochastic method based on a Markov chain Monte Carlo (MCMC) algorithm is proposed to estimate fracture properties using a rock physics model for fractured ...

Automated Monte Carlo-based quantification and updating of ... - GMD

We provide an automated method for uncertainty quantification and the updating of geological models using borehole data for subsurface developments within a ...

Reservoir Modeling | Encyclopedia MDPI

... using a Markov chain Monte Carlo algorithm. ... This is a stratigraphic representation of the seismic data using the seismic interpretation to ...