Seismic Soundoff

86: Applying machine learning and AI to the geosciences

Informações:

Synopsis

Machine learning and artificial intelligence (AI) represent two of the trendiest and important topics in geophysics right now. In this episode, host Andrew Geary speaks with Aria Abubakar on his 2020 SEG-AAPG Distinguished Lecturer tour on the "Potential and challenges of applying artificial intelligence and machine-learning methods for geoscience." This conversation explores machine learning and AI from multiple angles. What is the biggest success of AI and machine learning to date in the geosciences? How can geophysicists tailor AI, machine learning, and data analytics algorithms and paradigms to meet the specific properties of geoscience data? How close are we to translating modern workflows from proof-of-concept works to scalable commercial products? If you are new to these topics or want to hear the latest news in this essential area of knowledge, Aria will be your guide for our current understanding, as well as the future possibilities for machine learning and AI. Visit https://seg.org/podcast/Post/9