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researcher

Constantin Grigo

4 papers hereh-index 367 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML4

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedA physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime

40 citations · 74 across the 4 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018

A data-driven model order reduction approach for Stokes flow through random porous media

Constantin Grigo, Phaedon-Stelios Koutsourelakis

Direct numerical simulation of Stokes flow through an impermeable, rigid body matrix by finite elements requires meshes fine enough to resolve the pore-size scale and is thus a com…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.