IAMCS Workshop in Large-Scale Inverse Problems and Uncertainty Quantification
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- Texas A&M University
- College Station, TX
- Stephen W. Hawking Auditorium
- George P. and Cynthia Woods Mitchell Institute for Fundamental Physics and Astronomy (MIST)
- Xiao-Hui Wu, ExxonMobil
- Multilevel Methods for Uncertainty Quantification - Opportunities and Challenges
Abstract
Multilevel methods are becoming popular for uncertainty quantification and solving large-scale inverse problems. In this talk, we analyze the need for such methods and discuss strategies related to reservoir model evaluations. Successful application of these methods in practice need to overcome several significant challenges, which in the meantime provide abundant interesting research opportunities. These challenges and opportunities will be discussed.