Rock Type Classification using Machine Learning in Aspen SeisEarth

This course provides a hands-on introduction to the Rock Type Classification workflow in Aspen SeisEarth. Rock Type Classification uses a unique machine learning approach to predict rock facies away from the wellbore using well and seismic data. In this training, you will learn how to use the workflow, QC results and fine tune parameters to create a probabilistic facies model based on input lithology logs and seismic attributes.

Audience:

Existing Aspen SeisEarth users, interpreters, geoscientists.

Training Details

  • Course Id:

    SEI111

  • Duration:

    0.5 day(s)

  • CEUs Awarded:

    0.4

  • Level:

    Intermediate

Approach

- Instruction on basic topics

- Discussion about the general approach

- Instructor-guided demonstrations of features

- Hands-on workshops that apply learned concepts

- Detailed course notes

Pre-requisites

Background in geosciences

Some experience with Aspen SeisEarth or completion of the training course: SEI101: Multi-Survey (2D/3D) Seismic Interpretation using Aspen SeisEarth

Agenda

Introduction to Rock Type Classification using Machine Learning

Creating a New Rock Type Classification Workflow

Selecting Input Data

Training Set Creation

Training the Data

Classifying the Data

Smoothing Classification

Examining the Results

Register for a Class

Date Class Type Location Price Language
Date(s): 10/21/2025 - 10/21/2025 Type: Public Virtual Location: Virtual-India Price: (INR) 21000.00 Language: English Register
Date(s): 05/21/2025 - 05/21/2025 Type: Public Virtual Location: Virtual-APAC Price: (USD) 300.00 Language: English Register
Date(s): 07/22/2025 - 07/22/2025 Type: Public Virtual Location: Virtual-APAC Price: (USD) 300.00 Language: English Register
Date(s): 08/5/2025 - 08/5/2025 Type: Public Virtual Location: Virtual-APAC Price: (USD) 300.00 Language: English Register
Date(s): 10/21/2025 - 10/21/2025 Type: Public Virtual Location: Virtual-APAC Price: (USD) 300.00 Language: English Register

Aspen Technology, Inc. awards Continuing Education Units (CEUs) for training classes conducted by our organization. One CEU is granted for every 10 hours of class participation.