Publikationen von Pawan Kumar Goyal
Alle Typen
Zeitschriftenartikel (21)
1.
Zeitschriftenartikel
200, 110620 (2023)
An Operator Inference Oriented Approach for Linear Mechanical Systems. Mechanical Systems and Signal Processing 2.
Zeitschriftenartikel
10, 221475 (2023)
Neural Ordinary Differential Equations with Irregular and Noisy Data. Royal Society Open Science 3.
Zeitschriftenartikel
9, 37 (2023)
An Artificial Neural Network for Surrogate Modeling of Stress Fields in Viscoplastic Polycrystalline Materials. npj Computational Materials 4.
Zeitschriftenartikel
56, S. 28 - 51 (2022)
Operator Inference and Physics-Informed Learning of Low-Dimensional Models for Incompressible Flows. Electronic Transactions on Numerical Analysis: Special Issue SciML 5.
Zeitschriftenartikel
67 (2), S. 886 - 893 (2022)
Gramians, Energy Functionals and Balanced Truncation for Linear Dynamical Systems with Quadratic Outputs. IEEE Transactions on Automatic Control 6.
Zeitschriftenartikel
56, S. 102 - 116 (2022)
A Non-Intrusive Method to Inferring Linear Port-Hamiltonian Realizations using Time-Domain Data. Electronic Transactions on Numerical Analysis: Special Issue SciML 7.
Zeitschriftenartikel
3, e16 (2022)
A Greedy Data Collection Scheme For Linear Dynamical Systems. Data-Centric Engineering 8.
Zeitschriftenartikel
478 (2262), 20210883 (2022)
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach. Proceedings of the Royal Society A 9.
Zeitschriftenartikel
43 (1), S. A84 - A108 (2021)
Interpolation-Based Model Order Reduction for Polynomial Systems. SIAM Journal on Scientific Computing 10.
Zeitschriftenartikel
54 (2), S. 486 - 497 (2021)
Tomographic X-ray Scattering based on Invariant Reconstruction: Analysis of the 3D Nanostructure of Bovine Bone. Journal of Applied Crystallography 11.
Zeitschriftenartikel
12 (1), S. 1 - 28 (2021)
Low-Dimensional Approximations of High-Dimensional Asset Price Models. SIAM Journal on Financial Mathematics 12.
Zeitschriftenartikel
93 (8), S. 2803 - 2821 (2021)
Learning Reduced-order Dynamics for Parametrized Shallow Water Equations from Data. International Journal for Numerical Methods in Fluids 13.
Zeitschriftenartikel
372, 113433, 17 pages (2020)
Operator Inference for Non-Intrusive Model Reduction of Systems with Non-Polynomial Nonlinear Terms. Computer Methods in Applied Mechanics and Engineering 14.
Zeitschriftenartikel
143, 104741, 9 pages (2020)
Identification of Port-Hamiltonian Systems from Frequency Response Data. Systems & Control Letters 15.
Zeitschriftenartikel
355, S. 184 - 197 (2019)
Time-Limited H2-Optimal Model Order Reduction. Applied Mathematics and Computation 16.
Zeitschriftenartikel
3 (3), S. 535 - 540 (2019)
Balanced Truncation for a Special Class of Bilinear Descriptor Systems. IEEE Control Systems Letters 17.
Zeitschriftenartikel
39 (2), S. 983 - 1032 (2018)
H2-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems. SIAM Journal on Matrix Analysis and Applications 18.
Zeitschriftenartikel
315, S. 303 - 318 (2017)
Krylov Subspace-Based Model Reduction for a Class of Bilinear Descriptor Systems. Journal of Computational and Applied Mathematics 19.
Zeitschriftenartikel
97 (10), S. 1252 - 1267 (2017)
Moment-Matching Based Model Reduction for Navier–Stokes Type Quadratic-Bilinear Descriptor Systems. Zeitschrift für Angewandte Mathematik und Mechanik 20.
Zeitschriftenartikel
106, S. 777 - 784 (2017)
POD-DEIM for Efficient Reduction of a Dynamic 2D Catalytic Reactor Model. Computers & Chemical Engineering