October 20 - 22 Balanced Truncation for Linear and Nonlinear Systems on Industrial Scale
Keynote at Workshop in Industrial Mathematics (WIM 2021), Catania, Italy (online).
September 30 Identification of Nonlinear Dynamical Systems from Noisy Measurements
Talk at "Data-Driven Physics Simulation (DDPS) Seminar" (virtual), Lawrence Livermore National Laboratory, Livermore, CA, USA (online).
September 27 Physics-Informed Learning for Low-Dimensional Nonlinear Dynamical Systems Using Operator Inference, Part I: From Projection-based to Data-driven Model Order Reduction - an Overview
Talk at "IMPRS ProEng Summer School 2021", Magdeburg, Germany
July 19 - 21 Balanced Truncation for Linear and Nonlinear Truly Large-Scale Systems
Minisymposium at SIAM Conference on Control and Its Applications. (online)
June 14 - 16 LQResNet: Using DNNs for Learning of Dynamical Systems
Invited talk at Workshop on Control of Dynamical Systems, Dubrovnik, Croatia. (online)
June 7 - 11 A Deep Learning Approach to Operator Inference - Physics-informed Learning for Nonlinear Dynamical Systems
Minisymposium at 13th International Conference on "Large-Scale Scientific Computations", Sozopol, Bulgaria. (online)
March 29 - April 1 Parallel Algorithms for Tensor Train Arithmetic
Invited talk at IPAM Long Program "Tensor Methods and Emerging Applications to the Physical and Data Sciences" Workshop I: Tensor Methods and their Applications in the Physical and Data Sciences (online)
March 22 - 25 Numerical Computation of Robust Controllers for Incompressible Flow Problems
Invited talk at Croation German Meeting on Analysis and Mathematical Physics (online)
March 5 Interpolation-Based Model Reduction for Polynomial Systems
Talk at SIAM Conference on Computational Science and Engineering, MS309: Data-Driven Modeling and Model Reduction: Honoring the 70th Birthday of Thanos Antoulas (online)
March 3 Reduced-order Modelling and Simulation of Gas Transportation Networks
Plenary Talk at Trends in Mathematical Modelling, Simulation and Optimisation: Theory and Applications (online)