Found 18 Documents (Results 1–18)
Non-intrusive data-driven reduced-order modeling for time-dependent parametrized problems. (English) Zbl 07811309
Probabilistic forecast of nonlinear dynamical systems with uncertainty quantification. (English) Zbl 07808007
A surrogate non-intrusive reduced order model of quasi-geostrophic turbulence dynamics based on a combination of LSTM and different approaches of DMD. (English) Zbl 07862604
MSC:
76-XX
Surrogate modeling of time-domain electromagnetic wave propagation via dynamic mode decomposition and radial basis function. (English) Zbl 07771271
A dynamic mode decomposition extension for the forecasting of parametric dynamical systems. (English) Zbl 1527.37094
MSC:
37M99
Higher order extended dynamic mode decomposition based on the structured total least squares. (English) Zbl 1517.37088
MSC:
37M99
A data-driven surrogate modeling approach for time-dependent incompressible Navier-Stokes equations with dynamic mode decomposition and manifold interpolation. (English) Zbl 1514.35352
Analyzing and predicting non-equilibrium many-body dynamics via dynamic mode decomposition. (English) Zbl 07652805
Higher-order dynamic mode decomposition on-the-fly: a low-order algorithm for complex fluid flows. (English) Zbl 07649270
A dynamic mode decomposition technique for the analysis of non-uniformly sampled flow data. (English) Zbl 07578904
Coupled and uncoupled dynamic mode decomposition in multi-compartmental systems with applications to epidemiological and additive manufacturing problems. (English) Zbl 1507.65214
MSC:
65M99
Data-driven learning for the Mori-Zwanzig formalism: a generalization of the Koopman learning framework. (English) Zbl 1489.37096
On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. (English) Zbl 1521.76210
A review on reduced order modeling using DMD-based methods. (English) Zbl 1425.76145
Fehr, Jörg (ed.) et al., IUTAM symposium on model order reduction of coupled systems. MORCOS 2018. Proceedings of the IUTAM symposium, Stuttgart, Germany, May 22–25, 2018. Cham: Springer. IUTAM Bookser. 36, 55-66 (2020).
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