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Constantin Grigo

Constantin Grigo

Technische Universität München - Munich / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 5612185
Technical University of Munich
person_outline Constantin Grigo's MOST POPULAR ARTICLES
1-) Bayesian model and dimension reduction for uncertainty propagation: applications in random media SIAM/ASA Journal on Uncertainty Quantification 7 (1), 292-323, 2019
2-) A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime Journal of Computational Physics 397, 108842, 2019
3-) Probabilistic Reduced-Order Modeling for Stochastic Partial Differential Equations 2nd International Conference on Uncertainty Quantification in Computational …, 2017
4-) Physics-Aware, Bayesian Machine Learning Models for Uncertainty Quantification of High-Dimensional Systems in the Small Data RegimeCG GrigoTechnische Universität München, 20202020
5-) A data‐driven model order reduction approach for Stokes flow through random porous mediaC Grigo, PS KoutsourelakisPAMM 18 (1), e201800314, 20182018