Publications
Journal Article (392)
1.
Journal Article
103 (1), 14 (2025)
A Modified AAA Algorithm for Learning Stable Reduced-Order Models from Data. Journal of Scientific Computing 2.
Journal Article
13, pp. 2746 - 2762 (2025)
Data-Driven Modeling of Weakly Nonlinear Circuits via Generalized Transfer Function Approximation. IEEE Access 3.
Journal Article
46 (1), pp. 310 - 340 (2025)
Reorthogonalized Pythagorean variants of block classical Gram-Schmidt. SIAM journal on Matrix Analysis and Applications 4.
Journal Article
287, pp. 519 - 532 (2025)
Autonomous Boundary-Value Problem Unsolved with Respect to the Derivative. Journal of Mathematical Sciences (United States) 5.
Journal Article
149, 110360 (2025)
A Robust Sparse Identification of Nonlinear Dynamics Approach by Combining Neural Networks and an Integral Form. Engineering Applications of Artificial Intelligence 6.
Journal Article
6 (1), 015063 (2025)
Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics. Machine Learning: Science and Technology 7.
Journal Article
521 (Part 1), 113526 (2025)
Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows. Journal of Computational Physics 8.
Journal Article
24 (1), pp. 457 - 500 (2025)
Data-Driven Quadratic Modeling in the Loewner Framework from Input-Output Time-Domain Measurements. SIAM Journal on Applied Dynamical Systems 9.
Journal Article
37, pp. 6383 - 6400 (2025)
Exponential Synchronization of bi-directional associative memory Neural Networks with Delay on Arbitrary Time Domains. Neural Computing and Applications 10.
Journal Article
47 (1), pp. B87 - B107 (2025)
Solution Decomposition for the Nonlinear Poisson-Boltzmann Equation using the Range-Separated Tensor Format. SIAM Journal on Scientific Computing 11.
Journal Article
63 (2), pp. 949 - 975 (2025)
Interpolatory H2-Optimality Conditions for Structured Linear Time-invariant Systems. SIAM Journal on Numerical Analysis 12.
Journal Article
32 (1), e2604 (2025)
Efficient Solution of Sequences of Parametrized Lyapunov Equations with Applications. Numerical Linear Algebra with Applications 13.
Journal Article
Towards Digital Twins for Power-to-X Processes: Comparing Surrogate Models for a Catalytic CO2 Methanation Reactor. IEEE Transactions on Automation Science and Engineering (2025)
14.
Journal Article
193, 108917 (2025)
Digital Twins in Process Engineering: An Overview on Computational and Numerical Methods. Computers and Chemical Engineering 15.
Journal Article
A Note on the Weak Harnack Inequality for Unbounded Minimizers of Elliptic Functionals with Generalized Orlicz Growth. Annali di matematica pura ed applicata (2025)
16.
Journal Article
202, 106117 (2025)
Smoothing Gradient Method for Group-Structured Sparse Feedback Stabilization. Systems & Control Letters 17.
Journal Article
137 (11), 114901 (2025)
Role of Interfacial Surface Anisotropy on Liquid Grooving at Grain Boundaries: A Phase-Field Study. Journal of Applied Physics 18.
Journal Article
72 (1), pp. 198 - 202 (2025)
Parametric Interpolation Model Order Reduction on Grassmann Manifolds by Parallelization. IEEE Transactions on Circuits and Systems II: Express Briefs 19.
Journal Article
12, 6, 19 pages (2025)
Structure-Preserving Learning for Multi-Symplectic PDEs. Advanced Modeling and Simulation in Engineering Sciences 20.
Journal Article
50 (4), 79 (2024)
Adaptive Choice of Near-Optimal Expansion Points for Interpolation-Based Structure-Preserving Model Reduction. Advances in Computational Mathematics 21.
Journal Article
32, 063301,90 pages (2024)
Roadmap on Data-Centric Materials Science. Modelling and Simulation in Materials Science and Engineering 22.
Journal Article
27 (3), pp. 299 - 312 (2024)
Adomian decomposition method in the theory of nonlinear boundary-value problems unsolved with respect to the derivative. Nonlinear Oscillations 23.
Journal Article
27 (4), pp. 469 - 493 (2024)
Autonomous Periodic Boundary Value Problems with Switchings at Non-Fixed Points of Time. Nonlinear Oscillations 24.
Journal Article
278 (6), pp. 932 - 949 (2024)
Iterative Schemes for Periodic Boundary Value Problems with Switchings. Journal of Mathematical Sciences 25.
Journal Article
50, 88 (2024)
Balanced Truncation Model Order Reduction For Quadratic-Bilinear Control Systems. Advances in Computational Mathematics 26.
Journal Article
125 (15), e7496 (2024)
Identification of Dominant Subspaces for Linear Structured Parametric Systems and Model Reduction. International Journal for Numerical Methods in Engineering 27.
Journal Article
45 (2), pp. 1035 - 1053 (2024)
Parameterized Interpolation of Passive Systems. SIAM Journal on Matrix Analysis and Applications 28.
Journal Article
50, 18 (2024)
Structured Interpolation for Multivariate Transfer Functions of Quadratic-Bilinear Systems. Advances in Computational Mathematics 29.
Journal Article
104 (10), e202300562 (2024)
A Low-rank Method for Parameter-dependent Fluid-structure Interaction Discretizations with Hyperelasticity. Zeitschrift für angewandte Mathematik und Mechanik 30.
Journal Article
75, pp. 1203 - 1218 (2024)
Adomian’s Decomposition Method in the Theory of Nonlinear Autonomous Boundary-Value Problems. Ukrainian Mathematical Journal 31.
Journal Article
76 (6), pp. 923 - 936 (2024)
Adomian Decomposition Method in the Theory of Nonlinear Boundary-Value Problems. Ukrainian Mathematical Journal 32.
Journal Article
420, 116712 (2024)
Accurate Error Estimation for Model Reduction of Nonlinear Dynamical Systems via Data-enhanced Error Closure. Computer Methods in Applied Mechanics and Engineering 33.
Journal Article
279, pp. 438 - 453 (2024)
On Approximate Solutions of a Nonlinear Periodic Boundary-Value Problem with Switching in the Case of Parametric Resonance by the Newton–Kantorovich Method. Journal of Mathematical Sciences 34.
Journal Article
279, pp. 1 - 24 (2024)
On the Reduction of an Autonomous Nonlinear Boundary Value Problem Unsolved with Respect to the Derivative to the First-Order Critical Case. Journal of Mathematical Sciences 35.
Journal Article
11, 5 (2024)
A Posteriori Error Estimation for Model Order Reduction of Parametric Systems. Advanced Modeling and Simulation in Engineering Sciences 36.
Journal Article
275, 106248 (2024)
Adjacency-based, Non-Intrusive Model Reduction for Vortex-Induced Vibrations. Computers & Fluids 37.
Journal Article
50, 26 (2024)
Structured Barycentric Forms for Interpolation-Based Data-Driven Reduced Modeling of Second-Order Systems. Advances in Computational Mathematics 38.
Journal Article
463, 134158 (2024)
Generalized Quadratic-Embeddings for Nonlinear Dynamics using Deep Learning. Physica D: Nonlinear Phenomena 39.
Journal Article
46 (3), pp. A1879 - A1902 (2024)
Rank-Minimizing and Structured Model Inference. SIAM Journal on Scientific Computing 40.
Journal Article
50, 42 (2024)
Dominant Subspaces of High-Fidelity Polynomial Structured Parametric Dynamical Systems and Model Reduction. Advances in Computational Mathematics 41.
Journal Article
5 (1), 3 (2024)
Hyper-Reduction for Parametrized Transport Dominated Problems via Adaptive Reduced Meshes. Partial Differential Equations and Applications 42.
Journal Article
8, pp. 988 - 993 (2024)
Design of Stabilizing Feedback Controllers for High-Order Nonholonomic Systems. IEEE Control Systems Letters 43.
Journal Article
175, pp. 49 - 61 (2024)
Convolutional Autoencoders, Clustering and POD for Low-dimensional Parametrization of Navier-Stokes Equations. Computers & Mathematics with Applications 44.
Journal Article
Partial Stabilization of an Orbiting Satellite Model with a Flexible Attachment. Journal of Mathematical Sciences (accepted)
45.
Journal Article
419, 116657 (2024)
Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear Systems. Computer Methods in Applied Mechanics and Engineering 46.
Journal Article
46 (1), pp. A483 - A507 (2024)
Data-Driven and Low-Rank Implementations of Balanced Singular Perturbation Approximation. SIAM Journal on Scientific Computing 47.
Journal Article
62, pp. 1 - 21 (2024)
Low-rank-modified Galerkin Methods for the Lyapunov Equation. Electronic Transactions on Numerical Analysis 48.
Journal Article
183, 105671 (2024)
Model Reduction for Second-Order Systems with Inhomogeneous Initial Conditions. Systems & Control Letters 49.
Journal Article
50 (3), 56 (2024)
Semi-Active Damping Optimization of Vibrational Systems using the Reduced Basis Method. Advances in Computational Mathematics 50.
Journal Article
30 (1), pp. 303 - 341 (2024)
Model Reduction of Parametric Differential-Algebraic Systems by Balanced Truncation. Mathematical and Computer Modelling of Dynamical Systems