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Screening

Metric space methods - key concepts

Metric Space
Screening
Sensitivity Analysis
uncertainty quantification

Introduction

In mathematics, a metric space is a set where a distance (called a metric) is defined between elements of the set.

Sensitivity Analysis and Screening

Metric Space
Sampling
Screening
Sensitivity Analysis
Sensitivity Runs

What is Sensitivity Analysis? What is Screening?

The purpose of sensitivity analysis is to:

Aid in the understanding of reservoir dynamics
Quantify the impact of the engineering and geological assumptions on reservoir behavior
Identify the important uncertain parameters for history matching and uncertainty quantification

The purpose of screening is to select models which have particular features or characteristics.

Sensitivity Runs, Analysis, and Screening

multiRuns
Sampling
Screening
Sensitivity Analysis
Sensitivity Runs

studioSL offers classical and novel, intuitive approaches to sensitivity analysis and screening. In all cases the basic workflow is to have studioSL create multiple input files automatically, based on the parameters you would like to change.