| October 20 - 22 |
Balanced Truncation for Linear and Nonlinear Systems on Industrial Scale
Keynote at Workshop in Industrial Mathematics (WIM 2021), Catania, Italy (online).
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| 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).
YouTube
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| 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
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| July 19 - 21 |
Balanced Truncation for Linear and Nonlinear Truly Large-Scale Systems
Minisymposium at SIAM Conference on Control and Its Applications. (online)
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| June 14 - 16 |
LQResNet: Using DNNs for Learning of Dynamical Systems
Invited talk at Workshop on Control of Dynamical Systems, Dubrovnik, Croatia. (online)
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| 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)
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| 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)
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| March 22 - 25 |
Numerical Computation of Robust Controllers for Incompressible Flow Problems
Invited talk at Croation German Meeting on Analysis and Mathematical Physics (online)
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| 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)
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| 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)
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