In this video, Ben Lasscock, Energy Solutions Group Technical Lead, discusses a deep learning tool created by Enthought to automate the interpretation of sequence stratigraphy.

Deep Learning Augments
Seismic Interpretation

Seismic interpretation requires the repetitive application of pattern and texture recognition of seismic images, informed by the geologic understanding of a skilled interpreter. AI and machine learning promises to alleviate the repetitive nature of this task, accelerating discovery, providing more time for experts to focus on the science and gaining a deeper understanding of the subsurface.

Featured Oil & Gas Case Studies

Accelerating Seismic Interpretation
with Machine Learning

Seismic facies data used to train a machine learning algorithm

Custom processing workflows automatically define stratigraphic sequences within seismic volumes, replicating the work of an interpreter

Analyzing and Upscaling Core
Using AI Techniques

AI-assisted workflow uses log, core, and textures derived from core photographs to upscale detailed measurements over the core length

AI-assisted workflow uses log, core, and photographs to upscale detailed measurements over the core length

Make Data-Driven Decisions About Your Frac Operations.

Integrating all of the disparate data generated during frac operations and using it to improve performance can be challenging, but Enthought scientists can help.

In this video, Brendon Hall, Energy Solutions Group Director, summarizes the Virtual Core visualization and analysis application, demonstrating key features

Get More From Your Core Data

The Virtual Core integrated geoscience visualization and analysis application enables geoscientists to gather, cleanse, prepare, and visualize core data, and integrate log data in context, including AI/machine learning techniques.

Science Expertise

Oil & Gas companies rely on hard science to innovate and drive competitive advantage.

Enthought hires PhDs from various backgrounds that speak the language of science so you don’t have to explain things twice.

Enthought’s team is 85% advanced science, engineering and math degrees and 70% hold PhDs.

Software / AI Solutions

Oil & Gas invented “Big Data”, but how do we leverage AI to maximize the value of data?

Applying AI to oil & gas problems takes special care and an understanding of oil & gas specific problems to architect machine learning solutions.

For 17 years, Enthought has been building oil & gas solutions and leading the Python science community.

Organizational Change

Digital transformation does not come from strategy documents, nor from technology alone.

True digital transformation is technology that works, company-wide adoption, and a decision making team with authority.

Enthought is a strategic advisor to multiple Chief Digital Officers, and trains nearly 1,000 technical experts a year.

STEP-BY-STEP-TUTORIAL:

Facies Classification
using Machine Learning

#1 downloaded article from The Leading Edge for 12 months

There’s been much excitement recently about big data and the dire need for data scientists who possess the ability to extract meaning from it. In this tutorial, we demonstrate how to use a machine learning classification algorithm (known as a support vector machine) to identify lithofacies based on well log measurements.

Ready to Talk?

…about science for oil & gas projects?

…about digital transformation for science-driven businesses?

…about applying machine learning to speed innovation?