The Next Decade of AI in Seismic Imaging

Seismic Soundoff

"Physics-based approaches are like solving a puzzle with a set of rules. Data-driven geophysics is more like giving the puzzle to a computer that can learn the rules itself." Amine Ourabah shares how data-driven geophysics is transforming our understanding of the subsurface by combining physics with the power of machine learning. He explains how new tools, such as nimble nodes and distributed acoustic sensing, are making seismic imaging faster, cheaper, and more accessible across various industries, including oil and gas, geothermal, and carbon storage. Amine also highlights the importance of curiosity, adaptability, and simplicity in shaping the next generation of geophysicists and technologies. Read the September issue of The Leading Edge that features a special section about data-driven geophysics at https://library.seg.org/toc/leedff/44/9. KEY TAKEAWAYS > Data-driven methods reduce uncertainty, speed up workflows, and make seismic imaging more affordable for industries with limited budgets. > Advances in sensing technology and open data sharing are fueling breakthroughs in AI-driven geophysics. > Curiosity, adaptability, and strong fundamentals in physics and data science are essential skills for future geophysicists. GUEST BIO Amine Ourabah serves as Chief Geophysicist at STRYDE’s London office, where he leads a world-class team of imaging experts and drives the company’s data analytics strategy. He focuses on evolving STRYDE’s technology to deliver faster, leaner, and more accurate subsurface insights, particularly in support of the rapidly expanding renewables sector. THIS EPISODE SPONSORED BY KATALYST DATA MANAGEMENT Katalyst Data Management provides the only integrated, end-to-end subsurface data management solution for the oil and gas industry. Its employees operate in North America, Europe, Asia-Pacific, and South America and are dedicated to optimizing the value of subsurface data, including seismic and well data. Katalyst enables clients’ digital transformation of E&P data with digitizing services and digital transformation consulting. Learn more at https://katalystdm.com. THIS EPISODE SPONSORED BY STRYDE STRYDE is the world’s premier provider of ultra-lightweight seismic nodes, revolutionizing high-density subsurface imaging by making it faster, more cost-effective, and environmentally sustainable. Serving industries from oil and gas, geothermal, mining, and CCUS to academic research, STRYDE combines advanced technology, innovative exploration solutions, and expert data processing services to deliver actionable subsurface intelligence like never before. Discover STRYDE at https://stryde.io.