Veröffentlichungen

Gkimisis, L.; Pontes Duff, I.; Goyal, P. K.; Benner, P.: On the Representation of Energy-Preserving Quadratic Operators with Application to Operator Inference. Applied Mathematics Letters 173, 109761 (2026)

Li, Z.; Xu, K.: Input-independent and Krawtchouk-parameter-independent parallel model order reduction based on Krawtchouk moments and block DFT for two-dimensional discrete-time systems. Journal of Computational and Applied Mathematics 475, 117031 (2026)

Aumann, Q.; Gosea, I. V.: Practical Challenges in Data-Driven Interpolation: Dealing with Noise, enforcing Stability, and Computing Realizations. International Journal of Adaptive Control and Signal Processing: Special Issue: Reduced‐Order, Data‐Driven, and Decomposition Methods for Modelling, Identification, and Estimation 39 (10), S. 2062 - 2080 (2025)

Benner, P.; Chuiko, S.; Chuiko, M. O.: Linear l-structured Matrix Equations. Bukovinian Mathematical Journal 13 (1), S. 118 - 128 (2025)

Benner, P.; Chuiko, S.; Chuiko, V. O.: Least Squares Method in the Theory of Nonlinear Periodic Boundary Value Problems with Concentrated Delay. Functional Differential Equations 32 (1-2), S. 7 - 35 (2025)

Bradde, T.; Grivet-Talocia, S.; Aumann, Q.; Gosea, I. V.: A Modified AAA Algorithm for Learning Stable Reduced-Order Models from Data. Journal of Scientific Computing 103 (1), 14 (2025)

Carlucci, A.; Gosea, I. V.; Grivet-Talocia, S.: Data-Driven Modeling of Weakly Nonlinear Circuits via Generalized Transfer Function Approximation. IEEE Access 13, S. 2746 - 2762 (2025)

Carlucci, A.; Gosea, I. V.; Grivet-Talocia, S.: On the Generation of SPICE-Compatible Nonlinear Behavioral Macromodels. IEEE Transactions on Components, Packaging and Manufacturing Technology 15 (9), S. 1857 - 1867 (2025)

Carson, E.; Chen, X.; Liu, X.: Mixed Precision HODLR Matrices. SIAM Journal on Scientific Computing 47 (3), S. A1408 - A1435 (2025)

Carson, E.; Lund, K.; Ma, Y.; Oktay, E.: Reorthogonalized Pythagorean variants of block classical Gram-Schmidt. SIAM journal on Matrix Analysis and Applications 46 (1), S. 310 - 340 (2025)

Chuiko, S.; Chuiko, O.; Diachenko, D.: Autonomous Boundary-Value Problem Unsolved with Respect to the Derivative. Journal of Mathematical Sciences (United States) 287, S. 519 - 532 (2025)

Chuiko, S.; Nesmelova, O.; Shevtsova, K. S.: Periodic Problem for a Liénard-Type Equation with Switchings at Non-Fixed Points in Time. Journal of Mathematical Sciences (United States) 292, S. 439 - 452 (2025)

Forootani, A.; Goyal, P. K.; Benner, P.: A Robust Sparse Identification of Nonlinear Dynamics Approach by Combining Neural Networks and an Integral Form. Engineering Applications of Artificial Intelligence 149, 110360 (2025)

Gkimisis, L.; Aretz, N.; Tezzele, M.; Richter, T.; Benner, P.; Willcox, K. E.: Non-Intrusive Reduced-Order Modeling for Dynamical Systems with Spatially Localized Features. Computer Methods in Applied Mechanics and Engineering 444, 118115 (2025)

Goyal, P. K.; Pontes Duff, I.; Benner, P.: Guaranteed Stable Quadratic Models and their applications in SINDy and Operator Inference. Physica D: Nonlinear Phenomena 483, 134893 (2025)

Goyal, P. K.; Yildiz, S.; Benner, P.: Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics. Machine Learning: Science and Technology 6 (1), 015063 (2025)

Heiland, J.; Kim, Y.: Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows. Journal of Computational Physics 521 (Part 1), 113526 (2025)

Kalosha, J.; Yevgenieva, Y.; Zuyev, A.: Partial Stabilization of an Orbiting Satellite Model with a Flexible Attachment. Journal of Mathematical Sciences 291 (6), S. 991 - 999 (2025)

Karachalios, D.; Gosea, I. V.; Gkimisis, L.; Antoulas, A. C.: Data-Driven Quadratic Modeling in the Loewner Framework from Input-Output Time-Domain Measurements. SIAM Journal on Applied Dynamical Systems 24 (1), S. 457 - 500 (2025)

Kumar, V.; Heiland, J.; Benner, P.: Exponential Synchronization of bi-directional associative memory Neural Networks with Delay on Arbitrary Time Domains. Neural Computing and Applications 37, S. 6383 - 6400 (2025)

Kweyu, C. M.; Khoromskaia, V.; Khoromskij, B.; Stein, M.; Benner, P.: Solution Decomposition for the Nonlinear Poisson-Boltzmann Equation using the Range-Separated Tensor Format. SIAM Journal on Scientific Computing 47 (1), S. B87 - B107 (2025)

Mlinarić, P.; Benner, P.; Gugercin, S.: Interpolatory H₂-Optimality Conditions for Structured Linear Time-invariant Systems. SIAM Journal on Numerical Analysis 63 (2), S. 949 - 975 (2025)

Mlinarić, P.; Benner, P.; Gugercin, S.: Interpolatory Necessary Optimality Conditions for Reduced-order Modeling of Parametric Linear Time-invariant Systems. Mathematical Communications (angenommen)

Palitta, D.; Tomljanović, Z.; Nakić, I.; Saak, J.: Efficient Solution of Sequences of Parametrized Lyapunov Equations with Applications. Numerical Linear Algebra with Applications 32 (1), e2604 (2025)

Patel, B.; Sorrentino, A.; Gosea, I. V.; Antoulas, A. C.; Vidaković-Koch, T.: A data-driven, noise-resilient algorithm for extraction of distribution of relaxation times using the Loewner framework. Journal of Power Sources 655, 237909 (2025)

Peterson, L.; Forootani, A.; Sanchez Medina, E. I.; Gosea, I. V.; Sundmacher, K.; Benner, P.: 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)

Peterson, L.; Gosea, I. V.; Benner, P.; Sundmacher, K.: Digital Twins in Process Engineering: An Overview on Computational and Numerical Methods. Computers and Chemical Engineering 193, 108917 (2025)

Reddig, C.; Goyal, P. K.; Pontes Duff, I.; Benner, P.: Approximate Balanced Truncation for Linear Structured Systems based on Greedy Numerical Integration. At-Automatisierungstechnik 73 (8), S. 572 - 591 (2025)

Reiter, S.; Gosea, I. V.; Gugercin, S.: Generalizations of Data-Driven Balancing: What to Sample for Different Balancing-Based Reduced Models. Automatica 182, 112518 (2025)

Savchenko, M. O.; Skrypnik, I. I.; Yevgenieva, Y.: A Note on the Weak Harnack Inequality for Unbounded Minimizers of Elliptic Functionals with Generalized Orlicz Growth. Annali di matematica pura ed applicata 204, S. 1937 - 1946 (2025)