Publications of Pawan Kumar Goyal
All genres
Talk (14)
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)
Working Paper (7)
2022
Working Paper
Neural ODEs with Irregular and Noisy Data. (2022)
2021
Working Paper
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)
Working Paper
Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. The Symbiosis of Deep Learning and Differential Equations Workshop at NeurIPS 2021, 9 pages (2021)
Working Paper
Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. (2021)
2020
Working Paper
Low-Rank and Total Variation Regularization and Its Application to Image Recovery. (2020)
2019
Working Paper
Identification of Dominant Subspaces for Linear Structured Parametric Systems and Model Reduction. (2019)
2017
Working Paper
Balanced Truncation Model Order Reduction For Quadratic-Bilinear Control Systems. (2017)