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

Arriving in Banff, Alberta on Sunday, January 29 and departing Friday February 3, 2017
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
A buffet dinner is served daily between 5:30pm and 7:30pm in the Vistas Dining Room, the top floor of the Sally Borden Building.
(Vistas Dining Room)
20:00 - 22:00 Informal gathering (Corbett Hall Lounge (CH 2110))
Monday, January 30
07:00 - 08:45 Breakfast
Breakfast is served daily between 7 and 9am in the Vistas Dining Room, the top floor of the Sally Borden Building.
(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
Meet in the Corbett Hall Lounge for a guided tour of The Banff Centre campus.
(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
Meet in foyer of TCPL to participate in the BIRS group photo. The photograph will be taken outdoors, so dress appropriately for the weather. Please don't be late, or you might not be in the official 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
A buffet dinner is served daily between 5:30pm and 7:30pm in the Vistas Dining Room, the top floor of the Sally Borden Building.
(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
5-day workshop participants are welcome to use BIRS facilities (BIRS Coffee Lounge, TCPL and Reading Room) until 3 pm on Friday, although participants are still required to checkout of the guest rooms by 12 noon.
(Front Desk - Professional Development Centre)
12:00 - 13:30 Lunch from 11:30 to 13:30 (Vistas Dining Room)