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A. Tartakovsky

52 papers hereh-index 437.7k citations261 works total

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

author position
  • sole author1
  • first author4
  • middle author11
  • last author35

Across the 51 of 52 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • math.NA8
  • physics.flu-dyn6
  • physics.chem-ph5
  • physics.comp-ph5
  • stat.ML3
same name
  • A. Tartakovsky — 14 papers, h 35
  • A. Tartakovsky — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations · 588 across the 23 of their papers we have counts for

collaborators
Showing 2019 · math.APShow all

1 paper · 2 filters

math.AP2019★ 4 cited

Physics-Informed Machine Learning with Conditional Karhunen-Loève Expansions

Alexandre M. Tartakovsky, David A. Barajas-Solano, Qizhi He

We present a new physics-informed machine learning approach for the inversion of PDE models with heterogeneous parameters. In our approach, the space-dependent partially-observed p…

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