Geophysical Domain Mapper

The Geophysical Domain Mapper is a software tool designed for automatic mapping of geophysical data using deep learning, as shown in Figure 1. It enables the separation of input images into distinct domains based on the geophysical intensity variations present in the data. This software functions as a plugin for Geoscience ANALYST.

Figure 1 Geophysical Domain Mapper

This documentation introduces the theory behind the software, the architecture of the neural network, and instructions for using the software. To directly access the usage guidelines for the application, please refer to the Geophysical Domain Mapper Interface chapter.

Table of content

• Theory
  • Machine Learning
  • Deep-Learning
• Algorithms
  • Model
  • Training Procedure
  • Inference Mechanisms
• Geophysical Domain Mapper Interface
• Third-party software

License

Copyright (c) 2024-2025 Mira Geoscience Ltd.

All rights reserved.

The software and information contained herein are proprietary to, and comprise valuable trade secrets of, Mira Geoscience, which intend to preserve as trade secrets such software and information. This software is furnished pursuant to a written license agreement and may be used, copied, transmitted, and stored only in accordance with the terms of such license and with the inclusion of the above copyright notice. This software and information or any other copies thereof may not be provided or otherwise made available to any other person.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Third Party Software

The Geophysical Domain Mapper Software may provide links to third party libraries or code (collectively “Third Party Software”) to implement various functions. Third Party Software does not comprise part of the Software. The use of Third Party Software is governed by the terms of such software license(s).