Schedule for: 17w5140 - Data-Driven Methods for Reduced-Order Modeling and Stochastic Partial Differential Equations

Beginning on Sunday, January 29 and ending Friday February 3, 2017

All times in Banff, Alberta time, MST (UTC-7).

Sunday, January 29
16:00 - 17:30 Check-in begins at 16:00 on Sunday and is open 24 hours (Front Desk - Professional Development Centre)
17:30 - 19:30 Dinner (Vistas Dining Room)
20:00 - 22:00 Informal gathering (Corbett Hall Lounge (CH 2110))
Monday, January 30
07:00 - 08:45 Breakfast (Vistas Dining Room)
08:45 - 09:00 Introduction and Welcome by BIRS Station Manager (TCPL 201)
09:00 - 10:00 Anthony Nouy: An adaptive sampling algorithm for the approximation of multivariate functions in tree-based tensor formats (TCPL 201)
10:00 - 10:30 Bing Brunton: Sparse sensing and dimensionality reduction in neuroscience (TCPL 201)
10:30 - 11:00 Coffee Break (TCPL Foyer)
11:00 - 11:30 Alessandro Alla: Randomized model order reduction (TCPL 201)
11:30 - 12:00 Joshua L. Proctor: Adapting equation-free modeling techniques for modern infectious disease data (TCPL 201)
12:00 - 14:00 Lunch (Vistas Dining Room)
13:00 - 14:00 Guided Tour of The Banff Centre (Corbett Hall Lounge (CH 2110))
14:00 - 15:00 Andrew Fitzgibbon: Modelling of 3D shape spaces from limited data (TCPL 201)
15:00 - 15:30 Group Photo (TCPL Foyer)
15:30 - 16:00 Coffee Break (TCPL Foyer)
16:00 - 18:00 AIM groups, open discussion of goals, open challenges (TCPL 201)
18:00 - 20:00 Dinner (Vistas Dining Room)
Tuesday, January 31
07:00 - 09:00 Breakfast (Vistas Dining Room)
09:00 - 10:00 No equations, no parameters, no variables, no space, no time: Intrinsic data geometries, gauge invariance and the science of crystal balls (TCPL 201)
10:00 - 10:30 Mustafa Mohamad: Data-driven experimental design for the identification of extreme event statistics (TCPL 201)
10:30 - 11:00 Coffee Break (TCPL Foyer)
11:00 - 11:30 Dimitris Giannakis: Extraction and prediction of coherent patterns in fluid flows via space-time Koopman mode analysis (TCPL 201)
11:30 - 12:00 Harish S. Bhat: Density Tracking by Quadrature for SDE Inference (TCPL 201)
12:00 - 14:00 Lunch (Vistas Dining Room)
14:00 - 15:00 Steven Brunton: Data-Driven Discovery and Control of Nonlinear Dynamical Systems (TCPL 201)
15:00 - 15:30 AIM discussions (TCPL 201)
15:30 - 16:00 Coffee Break (TCPL Foyer)
16:00 - 16:20 Giang Tran: Exact Recovery of Chaotic Systems from Highly Corrupted Data (TCPL 201)
16:20 - 16:40 Roy Lederman: A Representation Theory Perspective on Simultaneous Alignment and Classification (TCPL 201)
16:40 - 17:00 Sam Rudy: Data-driven discovery of partial differential equations (TCPL 201)
17:00 - 17:20 Romeo Alexander: Kernel Analog Forecasting with Applications to Intra-seasonal Tropical Oscillations (TCPL 201)
17:20 - 17:40 Joanna Slawinska: Koopman mode analysis of multiscale moist dynamics of the tropical atmosphere (TCPL 201)
17:40 - 18:00 James Kunert-Graf: Dynamic Mode Decomposition Reveals Low-Dimensional Structure and a Hierarchy of Timescales in C. elegans Neural Dynamics (TCPL 201)
18:00 - 20:00 Dinner (Vistas Dining Room)
Wednesday, February 1
07:00 - 09:00 Breakfast (Vistas Dining Room)
11:30 - 13:00 Lunch (Vistas Dining Room)
13:00 - 17:00 Free Afternoon (Banff National Park)
17:30 - 18:30 Dinner (Vistas Dining Room)
18:30 - 19:30 Yvon Maday: In pursuit of more reductions in RBM for convection type problems (TCPL 201)
19:30 - 20:00 Kevin Carlberg: Structure-preserving model reduction for nonlinear finite-volume models (TCPL 201)
20:00 - 20:30 Karthik Duraisamy: Closure Modeling for Reduced Order Models of Multi-Scale Problems (TCPL 201)
20:30 - 21:00 Sara Grundel: Parametric Model Order Reduction or Uncertainty Quantification? (TCPL 201)
21:00 - 22:30 Wine+Cheese: Open discussion of data modeling (Corbett Hall Lounge)
Thursday, February 2
07:00 - 09:00 Breakfast (Vistas Dining Room)
09:00 - 10:00 Charbel Farhat: Innovative Model Reduction Based Computational Technologies for Complex Engineering Problems: Progress, Results and Challenges (TCPL 201)
10:00 - 10:30 Boris Kramer: Data-driven modeling for control of systems with time-varying and uncertain parameters (TCPL 201)
10:30 - 11:00 Coffee Break (TCPL Foyer)
11:00 - 11:30 Matthew Zahr: Efficient PDE-Constrained Optimization under Uncertainty using Adaptive Model Reduction and Sparse Grids (TCPL 201)
11:30 - 12:00 Kunihiko Taira: Network-based modeling and control of unsteady fluid flows (TCPL 201)
12:00 - 14:00 Lunch (Vistas Dining Room)
14:00 - 15:00 Serkan Gugercin: What to interpolate for optimal model reduction: Moving from linear to nonlinear dynamics (TCPL 201)
15:00 - 15:30 AIM discussions (TCPL 201)
15:30 - 16:00 Coffee Break (TCPL Foyer)
16:00 - 16:20 Matthew Williams (TCPL 201)
16:20 - 16:40 Eurika Kaiser: Sparse cluster-based reduced order modeling (TCPL 201)
16:40 - 17:00 Travis Askham: An extension of the dynamic mode decomposition and applications (TCPL 201)
17:00 - 17:20 Krithika Manohar: Data-driven Sparse Sensor Placement (TCPL 201)
17:20 - 17:40 Laura Slivinski: Opportunities for Improvement in the Twentieth Century Reanalysis (TCPL 201)
18:00 - 20:00 Dinner (Vistas Dining Room)
Friday, February 3
07:00 - 09:00 Breakfast (Vistas Dining Room)
09:00 - 10:00 Martin Grepl: Certified Reduced Basis Methods for Optimal Control and Data Assimilation (TCPL 201)
10:00 - 10:30 TBA - Surana (TCPL 201)
10:30 - 11:00 Coffee Break (TCPL Foyer)
11:00 - 11:30 AIM discussion closures (TCPL 201)
11:30 - 12:00 Checkout by Noon (Front Desk - Professional Development Centre)
12:00 - 13:30 Lunch from 11:30 to 13:30 (Vistas Dining Room)