Publications of Pawan Kumar Goyal
All genres
Talk (15)
2016
Talk
Nonlinear Model Order Reduction for Catalytic Tubular Reactors. ESCAPE26, Portorož, Slovenia (2016)
Talk
Reduced Order Modeling and Optimization of CO2 Methanation Reactors. ALOP Workshop: Reduced Order Models in Optimization, Trier, Germany (2016)
Talk
Reduced Order Modeling and Optimization of CO2 Methanation Reactors. Workshop on Optimal and Feedback Control of Differential Equations, Konstanz, Germany (2016)
Talk
Balancing-Based Model Reduction for Nonlinear Control Systems. Reduced Basis Summer School 2016, Hedersleben, Germany (2016)
Talk
An Iterative Model Order Reduction Scheme for a Special Class of Bilinear Descriptor Systems Appearing in Constraint Circuit Simulation. VII European Congress on Computational Methods in Applied Sciences and Engineering, Crete Island, Greece (2016)
Talk
Algebraic Gramians for Quadratic-Bilinear Systems and their Application in Model Order Reduction. 22nd International Symposium on Mathematical Theory of Networks and Systems, Minnesota, USA (2016)
2015
Talk
Balanced Truncation Model Reduction for Quadratic-Linear Systems. Model Reduction of Parametrized Systems III (MoRePaS 2015), Trieste, Italy (2015)
Talk
Model order reduction of stokes-type bilinear descriptor systems. Recent trends and future developments in Computational Science & Engineering, Plön, Germany (2015)
Talk
Interpolary Model Reduction for Stokes-type Quadratic-Bilinear Systems. International Conference on Scientific Computation And Differential Equations 2015 (SciCADE 2015), Potsdam, Germany (2015)
2014
Talk
Interpolatory Model Order Reduction for Bilinear Descriptor Systems. Reduced Basis Summer School 2014, Münster, Germany (2014)
Poster (2)
2016
Poster
Optimization and Reduced Order Modeling of CO2 Methanation Reactors. KoMSO Challenge Workshop "Reduced-Order Modeling for Simulation and Optimization", Renningen, Germany (2016)
2015
Poster
Interpolatory model reduction for bilinear descriptor systems. Workshop on Model Reduction, Pilsen, Czech Republic (2015)
Thesis - PhD (1)
2018
Thesis - PhD
System-Theoretic Model Order Reduction for Bilinear and Quadratic-Bilinear Control Systems. Dissertation, Otto-von-Guericke-Universität, Magdeburg (2018)
Preprint (17)
2024
Preprint
Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. (2024)
Preprint
Learning Reduced-Order Quadratic-Linear Models in Process Engineering using Operator Inference. (2024)
Preprint
Balanced Truncation of Descriptor Systems with a Quadratic Output. (2024)
Preprint
Roadmap on Data-Centric Materials Science. (2024)
2023
Preprint
A Robust SINDy Approach by Combining Neural Networks and an Integral Form. (2023)
Preprint
Guaranteed Stable Quadratic Models and their applications in SINDy and Operator Inference. (2023)
Preprint
Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics. (2023)