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researcher

D. Barajas-Solano

27 papers hereh-index 141.4k citations59 works total

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

author position
  • sole author1
  • first author2
  • middle author19
  • last author5

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • math.AP2
  • math.DS2
  • stat.ME2
  • stat.ML2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedHighly-scalable, physics-informed GANs for learning solutions of stochastic PDEs

16 citations · 26 across the 17 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.