Publications of Pawan Kumar Goyal
All genres
Journal Article (26)
2019
Journal Article
3 (3), pp. 535 - 540 (2019)
Balanced Truncation for a Special Class of Bilinear Descriptor Systems. IEEE Control Systems Letters 2018
Journal Article
39 (2), pp. 983 - 1032 (2018)
H2-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems. SIAM Journal on Matrix Analysis and Applications 2017
Journal Article
315, pp. 303 - 318 (2017)
Krylov Subspace-Based Model Reduction for a Class of Bilinear Descriptor Systems. Journal of Computational and Applied Mathematics
Journal Article
97 (10), pp. 1252 - 1267 (2017)
Moment-Matching Based Model Reduction for Navier–Stokes Type Quadratic-Bilinear Descriptor Systems. Zeitschrift für Angewandte Mathematik und Mechanik
Journal Article
106, pp. 777 - 784 (2017)
POD-DEIM for Efficient Reduction of a Dynamic 2D Catalytic Reactor Model. Computers & Chemical Engineering 2016
Journal Article
97, pp. 1 - 11 (2016)
Multipoint Interpolation of Volterra Series and H2-Model Reduction for a Family of Bilinear Descriptor Systems. Systems & Control Letters Book Chapter (1)
2022
Book Chapter
Data-Driven Identification of Rayleigh-Damped Second-Order Systems. In: Realization and Model Reduction of Dynamical Systems - A Festschrift in Honor of 70th Birthday of Thanos Antoulas, pp. 255 - 272 (Eds. Beattie, C.; Benner, P.; Embree, M.; Gugercin, S.; Lefteriu, S.). Springer International Publishing, Cham (2022)
Conference Paper (1)
2023
Conference Paper
23 (1), e202200049, (2023)
A Quadratic Decoder Approach to Nonintrusive Reduced-Order Modeling of Nonlinear Dynamical Systems. 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics, Aachen, Germany, August 15, 2022 - August 19, 2022. Proceedings in Applied Mathematics and Mechanics 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 (14)
2024
Preprint
Roadmap on Data-Centric Materials Science. (2024)
Preprint
Learning Reduced-Order Quadratic-Linear Models in Process Engineering using Operator Inference. (2024)
Preprint
Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. (2024)
Preprint
Balanced Truncation of Descriptor Systems with a Quadratic Output. (2024)
2023
Preprint
A Robust SINDy Approach by Combining Neural Networks and an Integral Form. (2023)
Preprint
Inference of Continuous Linear Systems from Data with Guaranteed Stability. (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)
Preprint
Data-Driven Identification of Quadratic Symplectic Representations of Nonlinear Hamiltonian Systems. (2023)
Preprint
Linearly Implicit Global Energy Preserving Reduced-order Models for Cubic Hamiltonian Systems. (2023)
2021
Preprint
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)