MS-Th-E-06
Data-driven methods for quantifying uncertainty of multiscale dynamical systems - Part II of IV
For Part I, see MS-Th-D-06
For Part III, see MS-Fr-D-06
For Part IV, see MS-Fr-E-06

Date: August 13
Time: 16:00--18:30
Room: 201

(Note: Click title to show the abstract.)

Organizer:
Harlim, John (The Pennsylvania State Univ.)
Sapsis, Themistoklis (MIT)
Giannakis, Dimitrios (New York Univ.)

Abstract: A major challenge in contemporary applied science is to design efficient models for predicting dynamical behavior resulting from complex interaction of multiple scale processes. This task, implicitly, requires one to account for uncertainties of the models due to initial conditions, boundary conditions, model errors, and observation errors. A promising interdisciplinary approach to address such issue is with a data-driven statistical methods that combine ideas from dynamical systems theory, stochastic processes, statistics, and data analysis. This special session aims to bring together researchers from across the spectrum of disciplines related to data-driven methods to discuss the development and application of emerging ideas and techniques for these important and difficult practical issues.


MS-Th-E-06-1
16:00--16:30
Modeling of unresolved scales with data-inferred stochastic processes
Crommelin, Daniel (CWI Amsterdam)


MS-Th-E-06-2
16:30--17:00
Improving Prediction Skill of Imperfect Turbulent Models through Statistical Response and Information Theory
Qi, Di (Courant Inst. of Mathematical Sci.)


MS-Th-E-06-3
17:00--17:30
Perspectives on Nonlinear Filtering
Law, Kody (ORNL)


MS-Th-E-06-4
17:30--18:00
Analog Forecasting with Dynamics-Adapted Kernels
Zhao, Zhizhen (Courant Inst. of Mathematical Sci., NYU)
Giannakis, Dimitrios (New York Univ.)


MS-Th-E-06-5
18:00--18:30
A continuum perspective on Eigenmaps and Diffusion Maps
Portegies, Jacobus (Max Planck Inst. for Mathematics in the Sci.)

Return


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