Search Results for author: Irina Tezaur

Found 3 papers, 1 papers with code

Domain decomposition-based coupling of physics-informed neural networks via the Schwarz alternating method

no code implementations1 Nov 2023 Will Snyder, Irina Tezaur, Christopher Wentland

Our results suggest that the convergence of the Schwarz method is strongly linked to the choice of boundary condition implementation within the PINNs being coupled.

Canonical and Noncanonical Hamiltonian Operator Inference

1 code implementation13 Apr 2023 Anthony Gruber, Irina Tezaur

A method for the nonintrusive and structure-preserving model reduction of canonical and noncanonical Hamiltonian systems is presented.

A Novel Partitioned Approach for Reduced Order Model -- Finite Element Model (ROM-FEM) and ROM-ROM Coupling

no code implementations9 Jun 2022 Amy de Castro, Paul Kuberry, Irina Tezaur, Pavel Bochev

We then formulate a partitioned scheme for this problem that allows the coupling between a ROM "code" for one of the subdomains with a finite element model (FEM) or ROM "code" for the other subdomain.

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