Pawan Goyal

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Dynamical Systems

Energy Functional

Top Venues

SIAM J. Matrix Anal. Appl.

Syst. Control. Lett.

Adv. Comput. Math.

Publications

Pawan Goyal, Benjamin Peherstorfer, Peter Benner
Rank-Minimizing and Structured Model Inference. SIAM J. Sci. Comput. 46 (3) (2024)
Peter Benner, Pawan Goyal
Balanced truncation for quadratic-bilinear control systems. Adv. Comput. Math. 50 (4) (2024)
Pawan Goyal, Igor Pontes Duff, Peter Benner
Dominant subspaces of high-fidelity polynomial structured parametric dynamical systems and model reduction. Adv. Comput. Math. 50 (3) (2024)
Peter Benner, Pawan Goyal, Paul Van Dooren
Parameterized Interpolation of Passive Systems. SIAM J. Matrix Anal. Appl. 45 (2) (2024)
Igor Pontes Duff, Pawan Goyal, Peter Benner
Stability-Certified Learning of Control Systems with Quadratic Nonlinearities. CoRR (2024)
Ion Victor Gosea, Luisa Peterson, Pawan Goyal, Jens Bremer, Kai Sundmacher, Peter Benner
Learning reduced-order Quadratic-Linear models in Process Engineering using Operator Inference. CoRR (2024)
Pawan Goyal, Benjamin Peherstorfer, Peter Benner
Rank-Minimizing and Structured Model Inference. CoRR (2023)
Pawan Goyal, Igor Pontes Duff, Peter Benner
Dominant Subspaces of High-Fidelity Nonlinear Structured Parametric Dynamical Systems and Model Reduction. CoRR (2023)
Peter Benner, Pawan Goyal, Paul Van Dooren
Parameterized Interpolation of Passive Systems. CoRR (2023)
Pawan Goyal, Süleyman Yildiz, Peter Benner
Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics. CoRR (2023)
Ali Forootani, Pawan Goyal, Peter Benner
A Robust SINDy Approach by Combining Neural Networks and an Integral Form. CoRR (2023)
Süleyman Yildiz, Pawan Goyal, Peter Benner
Linearly Implicit Global Energy Preserving Reduced-order Models for Cubic Hamiltonian Systems. CoRR (2023)
Süleyman Yildiz, Pawan Goyal, Thomas Bendokat, Peter Benner
Data-Driven Identification of Quadratic Symplectic Representations of Nonlinear Hamiltonian Systems. CoRR (2023)
Pawan Goyal, Igor Pontes Duff, Peter Benner
Inference of Continuous Linear Systems from Data with Guaranteed Stability. CoRR (2023)
Pawan Goyal, Igor Pontes Duff, Peter Benner
Guaranteed Stable Quadratic Models and their applications in SINDy and Operator Inference. CoRR (2023)
Peter Benner, Pawan Goyal, Igor Pontes Duff
Gramians, Energy Functionals, and Balanced Truncation for Linear Dynamical Systems With Quadratic Outputs. IEEE Trans. Autom. Control. 67 (2) (2022)
Pawan Goyal, Peter Benner
Neural ODEs with Irregular and Noisy Data. CoRR (2022)
Pawan Goyal, Peter Benner
Generalized Quadratic-Embeddings for Nonlinear Dynamics using Deep Learning. CoRR (2022)
Pawan Goyal, Peter Benner
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach. CoRR (2021)
Karim Cherifi, Pawan Goyal, Peter Benner
A Greedy Data Collection Scheme For Linear Dynamical Systems. CoRR (2021)
Pawan Goyal, Peter Benner
LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. CoRR (2021)
Peter Benner, Pawan Goyal
Interpolation-Based Model Order Reduction for Polynomial Systems. SIAM J. Sci. Comput. 43 (1) (2021)
Martin Redmann, Christian Bayer, Pawan Goyal
Low-Dimensional Approximations of High-Dimensional Asset Price Models. SIAM J. Financial Math. 12 (1) (2021)
Pawan Goyal, Peter Benner
Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. CoRR (2021)
Pawan Goyal, Peter Benner
Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. CoRR (2021)
Martin Redmann, Christian Bayer, Pawan Goyal
Low-dimensional approximations of high-dimensional asset price models. CoRR (2020)
Peter Benner, Pawan Goyal, Jan Heiland, Igor Pontes Duff
Operator Inference and Physics-Informed Learning of Low-Dimensional Models for Incompressible Flows. CoRR (2020)
Peter Benner, Pawan Goyal, Paul Van Dooren
Identification of port-Hamiltonian systems from frequency response data. Syst. Control. Lett. 143 (2020)
Süleyman Yildiz, Pawan Goyal, Peter Benner, Bülent Karasözen
Data-Driven Learning of Reduced-order Dynamics for a Parametrized Shallow Water Equation. CoRR (2020)
Karim Cherifi, Pawan Goyal, Peter Benner
A Non-Intrusive Method to Inferring Linear Port-Hamiltonian Realizations using Time-Domain Data. CoRR (2020)
Peter Benner, Pawan Goyal, Boris Kramer, Benjamin Peherstorfer, Karen Willcox
Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms. CoRR (2020)
Pawan Goyal, Hussam Al Daas, Peter Benner
Low-Rank and Total Variation Regularization and Its Application to Image Recovery. CoRR (2020)
Peter Benner, Pawan Goyal, Paul Van Dooren
Identification of Port-Hamiltonian Systems from Frequency Response Data. CoRR (2019)
Igor Pontes Duff, Pawan Goyal, Peter Benner
Data-Driven Identification of Rayleigh-Damped Second-Order Systems. CoRR (2019)
Pawan Goyal, Martin Redmann
Time-limited H2-optimal model order reduction. Appl. Math. Comput. 355 (2019)
Peter Benner, Pawan Goyal, Igor Pontes Duff
Identification of Dominant Subspaces for Linear Structured Parametric Systems and Model Reduction. CoRR (2019)
Igor Pontes Duff, Pawan Goyal, Peter Benner
Balanced Truncation for a Special Class of Bilinear Descriptor Systems. IEEE Control. Syst. Lett. 3 (3) (2019)
Peter Benner, Pawan Goyal, Igor Pontes Duff
Gramians, Energy Functionals and Balanced Truncation for Linear Dynamical Systems with Quadratic Outputs. CoRR (2019)
Peter Benner, Pawan Goyal, Serkan Gugercin
-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems. SIAM J. Matrix Anal. Appl. 39 (2) (2018)
Mian Ilyas Ahmad, Peter Benner, Pawan Goyal
Krylov subspace-based model reduction for a class of bilinear descriptor systems. J. Comput. Appl. Math. 315 (2017)
Jens Bremer, Pawan Goyal, Lihong Feng, Peter Benner, Kai Sundmacher
POD-DEIM for efficient reduction of a dynamic 2D catalytic reactor model. Comput. Chem. Eng. 106 (2017)
Peter Benner, Pawan Goyal
-model reduction for a family of bilinear descriptor systems. Syst. Control. Lett. 97 (2016)
Pawan Goyal, Mian Ilyas Ahmad, Peter Benner
Model reduction of quadratic-bilinear descriptor systems via Carleman bilinearization. ECC (2015)