255: Generative, Physics-Informed and Agentic AI in Geophysics

255: Generative, Physics-Informed and Agentic AI in Geophysics

"We’re not replacing geophysicists; we’re giving them superpowers to analyze data faster and better." Explore the cutting-edge world of generative and physics-informed AI with Vladimir Kazei, guest editor for The Leading Edge. AI is transforming geophysics, from revolutionizing seismic imaging to pushing the boundaries of computational efficiency. Vladimir shares how these advancements reshape subsurface exploration and what this means for the industry's future. KEY TAKEAWAYS > What geophysicists can do today - AI tools are already available to assist with seismic inversion, velocity model building, and data interpretation. Geophysicists can start experimenting with these technologies now. > AI and computational efficiency - Machine learning drastically reduces processing times, allowing faster and more cost-effective subsurface analysis. > The road to adoption - Successful AI integration in geophysics depends on bridging knowledge gaps, fostering collaboration, and ensuring transparency in machine learning models. CALL TO ACTION Want to dive deeper into this exciting field? Check out The Leading Edge’s special issue on AI in geophysics and explore Vladimir’s editorial insights. You can find it at https://library.seg.org/toc/leedff/44/2. SHARE THIS EPISODE If you found this episode helpful, please message a friend to listen. To help out, here’s a possible message you could send them. AI isn’t just hype - this episode highlights real applications making a difference today. GUEST BIO Vladimir Kazei is a research geophysicist at Aramco Americas. Vladimir received his PhD in Geophysics from the Saint Petersburg State University and the Schmidt Institute of the Physics of the Earth of the Russian Academy of Sciences in 2016. He then worked as a research scientist at King Abdullah University of Science and Technology before joining the Houston Research Center of Aramco Americas in 2020. Vladimir’s contributions to applied geophysics in areas of machine learning, Distributed Acoustic Sensing (DAS), and Full-Waveform Inversion (FWI) were noted as groundbreaking innovations by the Society of Exploration Geophysicists (SEG) and marked with a prestigious Clarence J. Karcher award in 2023. He actively participates in organizing SEG’s workshops on DAS and AI. Since 2023, Vladimir has served on The Leading Edge journal editorial board and has led special sections on Digitalization, Sustainability, and Generative and Physics-Informed AI. LINKS * Visit https://seg.org/podcasts/episode-255-generative-physics-informed-and-agentic-ai-in-geophysics for links to the articles in The Leading Edge.

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#5: Dallas 2016 Annual Meeting Preview

#5: Dallas 2016 Annual Meeting Preview

Preview the 86th Annual Meeting in Dallas, featuring interviews with the General Chair, Technical Program Chair, SEG’s Executive Director, and other members of the SEG staff. Show notes at seg.org/podcast. Register for Annual Meeting at seg.org/am. 1:26 – Sarah Reed, Dallas General Chair 15:38 – Johnna Yoder, SEG Student and Early Career Advisor 18:36 – Patrick Riley, SEG Member Services Associate 20:10 – Dr. Charles Sicking, 2016 Technical Program Chair 30:12 – Channing Wendt, SEG Global Business Development Advisor 33:42 – Natalie Blythe, SEG Assistant Editor, TLE 39:00 – Dorsey Morrow, SEG Executive Director

29 Sep 201643min

#4: SEG Advanced Modeling (SEAM)

#4: SEG Advanced Modeling (SEAM)

Bill Barkhouse, Associate Executive Director, Business Development & Geophysics, joined us to talk about the founding and future of the SEG Advanced Modeling (SEAM). Show notes at seg.org/podcast.

25 Aug 201622min

#3: James Gaiser, 2016 DISC lecturer

#3: James Gaiser, 2016 DISC lecturer

James Gaiser, SEG’s 2016 Distinguished Instructor, joins Andrew Geary to discuss his new book and course, 3C Seismic and VSP: Converted waves and vector wavefield applications. More info at seg.org/podcast. The SEG Distinguished Instructor Short Course (DISC) is an eight-hour, one-day course on a topic of current and widespread interest presented at locations throughout the world. With an emphasis on the unique aspects of vector wavefields, anisotropy, and the important relationships that unify S-waves and P-waves, the 2016 DISC presents an overview of 3C seismic theory and practical application: from fundamentals of PS-waves and vertical seismic profiles, through to acquisition and processing including interpretation techniques. “As a person who has published books, I am awed by the work the author has done to create this seminal publication.” Bob A. Hardage Senior Research Scientist, Bureau of Economic Geology, The University of Texas at Austin • To register for the course, visit seg.org/disc • To purchase the book, visit seg.org/bookmart If you enjoy the show, show your support and please review Seismic Soundoff on iTunes. It makes a big difference. Sponsor: The SEG Wiki is home to hundreds of biographies of key geoscientists, geophysical tutorials, and core content from the science of applied geophysics. Visit wiki.seg.org to learn how you can grow the world’s first online, geophysics encyclopedia.

16 Aug 201615min

#2: Exploring Interpretation - May 2016 with Kurt Marfurt

#2: Exploring Interpretation - May 2016 with Kurt Marfurt

Kurt Marfurt, editor of Interpretation, highlights four articles in the May 2016 issue. Show notes at seg.org/podcast. Episode sponsored by the SEG Wiki. Learn more at wiki.seg.org.

11 Aug 201620min

#1: Women in Geophysics

#1: Women in Geophysics

Seismic Soundoff’s inaugural episode celebrates the accomplishments of women in the science of applied geophysics. The episode features interviews with Sally Zinke, the first female President of the SEG, and former SEG President Klaas Koster, whose presidency ushered in the launch of the Women’s Network Committee. Maitri Erwin, Women’s Network Committee chair, serves as co-host with Andrew Geary, SEG publications outreach editor. And, geoscientists from around the world share stories of women shaping their lives. Show sponsored by the SEG Wiki (wiki.seg.org). Show notes at seg.org/podcast.

3 Aug 201642min

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