March 12, 2023

Ikon Science Launches the Next Version of RokDoc Incorporating New Machine Learning Algorithms, Improving Workflow Efficiency, and Advancing Subsurface Data Visualization

SURBITON, LONDON — March 13, 2023 – Ikon Science, a leading global provider of geoprediction and open subsurface knowledge management software and services, today announced the release of RokDoc Version 2023.2.
As global energy demand continues to drive more efficiencies, teams are challenged to find innovative approaches to improve their workflows. To meet this challenge, the latest version of RokDoc expands functionalities in machine learning (ML), rock physics, and provides new visualization tools to document success.

The new release features the addition of EXtreme Gradient Boosting (XGB), one of the most popular and best algorithms for regression and classification problems. XGB is built using supervised machine-learning (ML) decision trees, ensemble learning, and optimized gradient boosting techniques. It focuses on speed, flexibility, and model performance. The latest developments improve ML workflow results while providing data statistics plots to support geoscience workflow documentation.
In this release of RokDoc, Ikon Science has made inversion QC easier with a track manager to ensure user-made track-ordering changes occur across all wells. Vertical zoom and user-added tracks are preserved upon re-calculation of the inversion for results comparison and documentation. Work becomes more efficient with less time focused on visual settings and more time spent refining results.

“Today we launch version 2023.2 of RokDoc, which focuses on useability and visualization. Users can now interrogate and understand data to more deeply explore implications of elastic and petrophysical property variations,” said Alan Mur, Product Manager for QI Applications, Ikon Science.

Other notable enhancements include:
• Cross-plot 3D evolves with a new control interface, multi-instance of wells to show modeling scenarios, and enhanced visualization options.
• User experience enhancements including: Flip Line for 3D/4D sessions, RokDoc directory settings manager, Component Volume Selection in Seismic Track, Wavelet QC View, Roy White and Statistical Wavelet Estimation
• Map volume display from project viewer extracts are in the background, keeping RokDoc responsive
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About Ikon Science
Ikon Science is a global provider of knowledge management solutions designed to optimize subsurface discovery. For over 21 years, Ikon Science has applied deep scientific expertise and technology innovation to help customers extract more actionable knowledge from sophisticated subsurface data. By bringing digital transformation to knowledge management, Ikon helps customers make the best moves – improving accuracy, accelerating results, and lowering costs. For more information, visit

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