Constantin Grigo

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Active since

2019

Affiliations

Constantin Grigo is an author at Technical University of Munich specializing in high-dimensional uncertainty quantification, dimensionality reduction, and machine learning.

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Publications per year

2019–2019

Publications

A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime

Constantin Grigo, Phaedon‐Stelios Koutsourelakis · Journal of Computational Physics · 2019 · 41 citations · Full text

Computing, Computer Science, Physics +16

Bayesian Model and Dimension Reduction for Uncertainty Propagation: Applications in Random Media

Constantin Grigo, Phaedon‐Stelios Koutsourelakis · SIAM/ASA Journal on Uncertainty Quantification · 2019 · 28 citations · Full text

Computing, Computer Science, Machine Learning +16

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