AI and Machine Learning for Successful Exploration and Development

This webinar focuses on the practical application of AI and machine learning. We will walk through the exercise of creating an unsupervised SOM (self-organized map) in Paradise. It will include explaining the simple concepts of Principal Component Analysis - in order to go through data reduction and come up with a "recipe" of seismic attributes to be used in SOM, then go through harvest (learning process) to final analysis. After showing results in the 3D viewer, the focus turns to creating geobodies out of key neurons and show how to apply volumetric information to obtain estimated reserves. The presentation will include taking bits and pieces of data from projects to show the principles of machine Learning and the results. This will be an actual working presentation of the software itself and how to achieve the results shown in the case histories. There will be time for questions and answers at the end.

Deborah Sacrey Deborah is a geologist/geophysicist with 47 years of oil and gas exploration experience in the Texas and Louisiana Gulf Coast and Mid-Continent areas of the US. She received her degree in Geology from the University of Oklahoma in 1976 and immediately started working for Gulf Oil in their Oklahoma City offices. She started her own company, Auburn Energy, in 1990 and built her first geophysical workstation using Kingdom software in 1996. She helped SMT/IHS for 18 years in developing and testing the Kingdom Software. She specializes in 2D and 3D interpretation for clients in the US and internationally. For the past ten years she has been part of a team to study and bring the power of multi-attribute neural analysis of seismic data to the geoscience public, guided by Dr. Tom Smith, founder of SMT. She has become an expert in the use of Paradise software and has over 5 discoveries for clients using multi-attribute neural analysis. She has recently been elected President-Elect position for the American Association of Petroleum Geologists.

Please click the link below:

https://aapg.zoom.us/meeting/register/tZEufuygqjorHtP4_SEUY2lx2kk8Y6zcKjUI#/registration