MS-Tu-E-35
Numerical Algorithms for Stochastic Model and Uncertainty Quantification in High-Dimensional Complex Systems - Part II of II
For Part I, see MS-Tu-D-35

Date: August 11
Time: 16:00--18:00
Room: 408

(Note: Click title to show the abstract.)

Organizer:
Wang, Peng (Beihang Univ.)
Lin, Guang (Purdue Univ.)

Abstract: Uncertainty persists in most natural and engineering systems, from material discovery to reactive transport in porous media. Quantifying the uncertainty associated with the parameters in complex systems is critical, which can help us to verify our modern simulation codes and assess confidence levels. Our aim is to use accurate computational simulations to predict the behaviour of complex systems. For large number of random dimensions, advanced stochastic approximation techniques are necessary to minimize the complexity of mathematical models. This minisymposium will explore recent advances in numerical algorithms and applications for stochastic model, uncertainty quantification, and model reduction in large-scale high-dimensional complex systems.


MS-Tu-E-35-1
16:00--16:30
Uncertainty quantification and parameter inference for mesoscopic modeling
Huan, Lei (Pacific Northwest Natl Laboratory)
Yang, Xiu (Pacific Northwest Natl Laboratory)
Bin, Zheng (Pacific Northwest National Laboratory)
Karniadakis, George (Brown Univ.)
Baker, Nathan (Pacific Northwest Natl Laboratory)


MS-Tu-E-35-2
16:30--17:00
STOCHASTIC HOMOGENIZATION OF ELLIPTIC EQUATIONS AND OPTIMAL CONTROL PROBLEMS
Ming, Ju (Beijing Computational Sci. Research Center)


CP-Tu-E-35-3
17:00--17:20
Film Blowing Modeling to Enhance Film Properties Prediction
Koren, Barry (Eindhoven Univ. of Tech.)
Leonova, Tatiana (Eindhoven Univ. of Tech.)
Van Eijndhoven, Stef (Eindhoven Univ. of Tech.)


CP-Tu-E-35-4
17:20--17:40
Bayesian Inference using Probability Measures over Numerical PDEs Solutions
Conrad, Patrick (Univ. of Warwick)
Girolami, Mark (Univ. of Warwick)
Stuart, Andrew (Univ. of Warwick)


CP-Tu-E-35-5
17:40--18:00
Fuzzy reliability analysis of a multi-robot system considering data uncertainty
Kumar, Naveen (National Inst. of Tech. Kurukshetra)
Komal, Komal (H.N.B. Garhwal Univ., Srinagar(Garhwal), Uttarakhand)

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Footnote:
Code: Type-Date-Time-Room No.
Type : IL=Invited Lecture, SL=Special Lectures, MS=Minisymposia, IM=Industrial Minisymposia, CP=Contributed Papers, PP=Posters
Date: Mo=Monday, Tu=Tuesday, We=Wednesday, Th=Thursday, Fr=Friday
Time : A=8:30-9:30, B=10:00-11:00, C=11:10-12:10, BC=10:00-12:10, D=13:30-15:30, E=16:00-18:00, F=19:00-20:00, G=12:10-13:30, H=15:30-16:00
Room No.: TBA