First EAGE Conference on Seismic Inversion

26-29 October 2020 |  Online

BONUS COURSE:

Geostatistical Reservoir Modeling and Uncertainty Quantification

We're thankful to everyone who participated in the First EAGE Seismic Inversion Conference. We are offering a complimentary online short course as part of a bonus offer to all registered participants. 

Join us between 8-9 February 14:00 - 18:00 CET as Dr. Dario Grana delivers his course on "Geostatistical Reservoir Modeling and Uncertainty Quantification".

Course Description

Reservoir modeling provides a set of techniques to create three-dimensional numerical earth models in terms of elastic, petrophysical and dynamic properties of reservoir rocks. Mathematical/physical models of the reservoir are generally uncertain due to the lack of information, noise in data measurements, approximations and assumptions. The course focuses on geostatistical methods for reservoir modeling and uncertainty quantification techniques for reservoir predictions.

It is divided into four main parts: Geostatistical methods for interpolation and simulation; Rock physics modeling; Geophysical inverse problems; Uncertainty quantification.

Uncertainty propagation from measured data, through physical models to model predictions will be studied with a focus on seismic data inversion, static reservoir characterization, structural modeling, dynamic fluid simulation, and time-lapse monitoring. Real case studies will be presented for each topic to illustrate the proposed workflows.

REGISTER

Registrations are only accepted from persons who attended the First EAGE Seismic Inversion Conference.

Course Description 

The short course will be delivered over two half days with the following schedule:

DAY 1
  • Introduction
  • Part 1: Review of statistical analysis and probability
  • Part 2: Geostatistics and spatial uncertainty
  • Part 3: Rock physics

DAY 2
  • Part 4: Geostatistics and spatial uncertainty
  • Part 5: Seismic inversion
  • Part 6: Uncertainty quantification
  • Part 7: Visualizing uncertainty
*Case studies will be presented for each section.

About the instructor

Dario Grana is an associate professor in the Department of Geology and Geophysics at the University of Wyoming. He received a MS in Mathematics at University of Pavia (Italy) in 2005, a MS in Applied Mathematics at University of Milano Bicocca (Italy) in 2006, and a Ph.D. in Geophysics at Stanford University in 2013. He worked four years at Eni Exploration and Production in Milan. He joined the University of Wyoming in 2013. He is coauthor of the book ‘Seismic Reflections of Rock Properties’, published by Cambridge University Press in 2014. He is the recipient of the 2017 EAGE Van Weelden Award, the 2016 SEG Karcher Award, and the 2015 Best Paper Award in Mathematical Geosciences. His main research interests are rock physics, seismic reservoir characterization, geostatistics, data-assimilation and inverse problems for subsurface modeling.