This workshop will be offered virtually. The in-person meeting has been cancelled due to the COVID-19 outbreak. The virtual schedule is posted below. Accepted participants have been notified how to access the virtual presentations. All other interested parties can view the talks via live-stream.
Organizing Committee
- Kevin Carlberg
University of Washington - Yanlai Chen
University of Massachusetts, Dartmouth - Francisco Chinesta
ENSAM - Misha Kilmer
Tufts University - Yvon Maday
Sorbonne Université - Gianluigi Rozza
SISSA – International School for Advanced Studies
Abstract
Mathematical advances that reduce the complexity of models are complemented by algorithms that achieve the desired reduction in computational effort. This workshop focuses on the synthesis and development of algorithmic approaches to model order reduction. These methods tackle fundamental problems in structure- and topology-preserving reductions, low-rank models and dimension reduction, multi-level approaches, and empirical interpolation and approximations, etc. Complementary approaches that target computational efficiency include strategies with offline and online phases and divide-and-conquer algorithms.

Confirmed Speakers & Participants
Talks will be presented virtually or in-person as indicated in the schedule below.
- Speaker
- Poster Presenter
- Attendee
- Virtual Attendee
-
Zamurat Adegboye
Institute of Mathematical and Physical Sciences
-
Mazlum Ferhat Arslan
Middle East Technical University
-
Selin Aslan
Argonne National Laboratory
-
Christopher Beattie
Virginia Tech
-
Amina Benaceur
MIT
-
Peter Benner
Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg
-
Jeff Borggaard
Virginia Tech
-
Sergiy Borodachov
Towson University
-
Olena Burkovska
Oak Ridge National Laboratory
-
Jared Callaham
University of Washington
-
Kevin Carlberg
University of Washington
-
Jesse Chan
Rice University
-
Zheng “Leslie” Chen
University of Massachusetts Dartmouth
-
Yanlai Chen
University of Massachusetts, Dartmouth
-
Yingda Cheng
Michigan State University
-
Francisco Chinesta
ENSAM
-
Paul Constantine
University of Colorado Boulder
-
Gregory Darnell
ICERM
-
Eric de Sturler
Virginia Tech
-
Mingchang Ding
University of Delaware
-
Alireza Doostan
University of Colorado Boulder
-
Vladimir Druskin
Worcester Polytechnic Institute
-
Karthik Duraisamy
University of Michigan
-
Fariba Fahroo
AFOSR
-
Charbel Farhat
Stanford University
-
Jinchao Feng
Johns Hopkins University
-
Lihong Feng
Max Planck Institute for Dynamics of Complex Technical Systems
-
Guosheng Fu
University of Notre Dame
-
Roger Ghanem
University of Southern California
-
Marcella Gomez
University of California Santa Cruz
-
Ion Victor Gosea
Max Planck Institute for Dynamics of Complex Technical Systems
-
Rachel Grotheer
Goucher College
-
Sara Grundel
Max Planck Insitute
-
Serkan Gugercin
Virginia Tech
-
Wei Guo
Texas Tech University
-
Bernard Haasdonk
University of Stuttgart
-
Aidan Hamilton
University of Delaware
-
Jeffrey Hokanson
University of Colorado Boulder
-
Traian Iliescu
Virginia Tech
-
Muhammad Izzatullah
King Abdullah University of Science and Technology
-
Lijie Ji
UMass Dartmouth/Shanghai Jiao Tong University
-
Jiahua Jiang
Virginia Tech
-
Misha Kilmer
Tufts University
-
Gerhardus Kirsten
University of Bologna
-
Peter Kramer
Rensselaer Polytechnic Institute
-
Christian Kümmerle
Johns Hopkins University
-
Pierre Ladeveze
École Normale Supérieure Paris-Saclay
-
Sanda LEFTERIU
IMT Lille Douai
-
Fengyan Li
Rensselaer Polytechinic Institute
-
ZEXIN LIU
UNIVERSITY OF UTAH
-
Fei Lu
Johns Hopkins University
-
Yvon Maday
Sorbonne Université
-
Alba Málaga Sabogal
ICERM
-
Michael Patrick Martin
Johns Hopkins University
-
Romit Maulik
Argonne National Laboratory
-
Petar Mlinarić
Max Planck Institute for Dynamics of Complex Technical Systems
-
Peter Monk
University of Delaware
-
Ryleigh Moore
University of Utah
-
Lin Mu
University of Georgia
-
Akil Narayan
University of Utah
-
Carmeliza Navasca
University of Alabama at Birmingham
-
Nicole Nellesen
RWTH Aachen University
-
Emmanuel de-Graft Johnson Owusu-Ansah
Kwame Nkrumah University of Science and Technology
-
Davide Palitta
Max Planck Institute for Dynamics of Complex Technical Systems
-
Zhichao Peng
Rensselaer Polytechnic Institute
-
Rebecca Pereira
University of Massachusetts Dartmouth
-
Sara Pollock
University of Florida
-
Elizabeth Qian
MIT
-
Jingmei Qiu
University of Delaware
-
Annalisa Quaini
University of Houston
-
Rosemary Renaut
Arizona State University
-
Viktor Reshniak
Oak Ridge National Laboratory
-
Gianluigi Rozza
SISSA – International School for Advanced Studies
-
Jennifer Ryan
Colorado School of Mines
-
Arvind Saibaba
North Carolina State University
-
Michael Schneier
University of Pittsburgh
-
Christoph Schwab
ETH Zürich
-
Kathrin Smetana
University of Twente
-
Devin Smith
Rensselaer Polytechnic Institute
-
Benjamin Stamm
RWTH Aachen University
-
Shannon Starr
University of Alabama at Birmingham
-
Jemima Tabeart
University of Edinburgh
-
Manuel Tiglio
Universidad Nacional de Córdoba
-
Shashanka Ubaru
IBM T.J. Watson Research Center
-
Daniele Venturi
University of California, Santa Cruz
-
Pedro Vilanova Guerra
NJIT
-
Aaron Villanueva
National University of Cordoba
-
Min Wang
Duke University
-
Yating Wang
Purdue University
-
Zhu Wang
University of South Carolina
-
Yulong Xing
The Ohio State University
-
Yang Yang
Michigan Technological University
-
Masayuki Yano
University of Toronto
-
yangwen zhang
University of Delaware
-
Ming Zhong
Johns Hopkins University
Workshop Schedule
Monday, March 23, 2020
Tuesday, March 24, 2020
Wednesday, March 25, 2020
Thursday, March 26, 2020
Friday, March 27, 2020
Poster Session Gallery
Lecture Videos
Interpretable data-driven model reduction for multiscale nonlinear dynamics
Jared Callaham
University of Washington
March 27, 2020
Reliable and efficient model reduction of parametrized aerodynamics problems - error estimation and Adaptivity
Masayuki Yano
University of Toronto
March 27, 2020
Randomization for the Efficient Reduced Order Models in Diffuse Optical Tomography
Selin Aslan
Argonne National Laboratory
March 27, 2020
Efficient randomized algorithms for subspace system identification
Arvind Saibaba
North Carolina State University
March 26, 2020
Sensor Selection for Bayesian Inverse Problems and Data Assimilation via Dimension Reduction
Nicole Nellesen
RWTH Aachen University
March 26, 2020
A Reduced Order Modeling approach for PDEs with bifurcating solutions
Annalisa Quaini
University of Houston
March 26, 2020
POD Reduced-Order Modeling of Complex Fluid Flows
Zhu Wang
University of South Carolina
March 25, 2020
Structured Autoencoders for Operator-theoretic decomposition and Model reduction of Spatio-temporal dynamics
Karthik Duraisamy
University of Michigan
March 25, 2020
The p-AAA algorithm for data driven modeling of parametric dynamical systems
Serkan Gugercin
Virginia Tech
March 24, 2020
Goal-oriented adaptivity within the Generalized Multiscale Finite Element Method
Sara Pollock
University of Florida
March 24, 2020
Model Order Reduction of Energy Networks with a Focus on Hyperbolic Systems
Sara Grundel
Max Planck Insitute
March 24, 2020
A Time-Multiscale Model Order Reduction Method In Nonlinear Solid Mechanics
Pierre Ladeveze
École Normale Supérieure Paris-Saclay
March 24, 2020
Reduced basis methods for linear fractional elliptic problems
Akil Narayan
University of Utah
March 23, 2020
Novel tensor framework for model reduction and neural networks
Shashanka Ubaru
IBM T.J. Watson Research Center
March 23, 2020