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2020 – today
- 2025
[j4]Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi:
An adaptive learning strategy for surrogate modeling of high-dimensional functions - Application to unsteady hypersonic flows in chemical nonequilibrium. Comput. Phys. Commun. 307: 109404 (2025)- 2024
- [j3]Alejandro Quirós Rodríguez
, Miguel Fosas de Pando, Taraneh Sayadi:
Gradient-enhanced stochastic optimization of high-fidelity simulations. Comput. Phys. Commun. 298: 109122 (2024) - [i6]Nataliya Sevryugina, Serena Costanzo, Stephen de Bruyn Kops, Colm-cille Caulfield, Iraj Mortazavi, Taraneh Sayadi:
Equation-informed data-driven identification of flow budgets and dynamics. CoRR abs/2411.09545 (2024) - 2023
- [j2]Tomas Fullana, Vincent Le Chenadec, Taraneh Sayadi:
Adjoint-based optimization of two-dimensional Stefan problems. J. Comput. Phys. 475: 111875 (2023) - [i5]Priyam Gupta, Peter J. Schmid, Denis Sipp, Taraneh Sayadi, Georgios Rigas:
Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder. CoRR abs/2310.10745 (2023) - [i4]Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi:
RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure. CoRR abs/2311.10550 (2023) - 2022
- [j1]S. Costanzo, Taraneh Sayadi, Miguel Fosas de Pando, Peter J. Schmid, P. Frey:
Parallel-in-time adjoint-based optimization - application to unsteady incompressible flows. J. Comput. Phys. 471: 111664 (2022) - [i3]Tomas Fullana, Vincent Le Chenadec, Taraneh Sayadi:
Adjoint-based optimization of two-dimensional Stefan problems. CoRR abs/2205.07326 (2022) - [i2]Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi:
Data-driven framework for input/output lookup tables reduction - with application to hypersonic flows in chemical non-equilibrium. CoRR abs/2210.04269 (2022) - 2021
- [i1]Simon Kneer, Taraneh Sayadi, Denis Sipp, Peter J. Schmid, Georgios Rigas:
Symmetry-Aware Autoencoders: s-PCA and s-nlPCA. CoRR abs/2111.02893 (2021)
Coauthor Index
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