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Disambiguation of "Koutsourelakis, Phaedon-Stelios"

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A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations.

, , , , and . CoRR, (2020)

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Phaedon Sahsamanoglou

Stelios Timotheou

Stelios Christofi

Stelios Michaelides

Stelios Chiotakis

 

Other publications of authors with the same name

Accurate Uncertainty Quantification Using Inaccurate Computational Models.. SIAM J. Sci. Comput., 31 (5): 3274-3300 (2009)Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators., , , and . CoRR, (2023)Finding Mixed-Memberships in Social Networks., and . AAAI Spring Symposium: Social Information Processing, page 48-53. AAAI, (2008)Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems., and . J. Comput. Phys., (2020)Stochastic upscaling in solid mechanics: An excercise in machine learning.. J. Comput. Phys., 226 (1): 301-325 (2007)A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime., and . J. Comput. Phys., (2019)Embedded-physics machine learning for coarse-graining and collective variable discovery without data., , and . CoRR, (2020)Interpretable reduced-order modeling with time-scale separation., , and . CoRR, (2023)A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations., , , , and . CoRR, (2020)Model bias identification for Bayesian calibration of stochastic digital twins of bridges., , , and . CoRR, (2023)