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"Giovanis, D.G."
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A GPU domain decomposition solution for spectral stochastic finite element method
by
Stavroulakis, G.
,
Giovanis
,
D.G
.
,
Papadopoulos, V.
,
Papadrakakis, M.
Published in
Computer methods in applied mechanics and engineering
(01.12.2017)
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Data-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold
by
Giovanis
,
D.G
.
,
Shields, M.D.
Published in
Computer methods in applied mechanics and engineering
(01.10.2020)
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A neural network-based surrogate model for carbon nanotubes with geometric nonlinearities
by
Papadopoulos, V.
,
Soimiris, G.
,
Giovanis
,
D.G
.
,
Papadrakakis, M.
Published in
Computer methods in applied mechanics and engineering
(01.01.2018)
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Uncertainty quantification for complex systems with very high dimensional response using Grassmann manifold variations
by
Giovanis
,
D.G
.
,
Shields, M.D.
Published in
Journal of computational physics
(01.07.2018)
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Variance‐based simplex stochastic collocation with model order reduction for high‐dimensional systems
by
Giovanis
,
D.G
.
,
Shields, M.D.
Published in
International journal for numerical methods in engineering
(16.03.2019)
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