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researcher

D. Tartakovsky

15 papers hereh-index 508.1k citations387 works total

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

author position
  • middle author2
  • last author13

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • math.NA5
  • physics.comp-ph3
  • cond-mat.soft1
  • cs.LG1
  • eess.SY1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedMachine Learning in Heterogeneous Porous Materials

12 citations · 17 across the 5 of their papers we have counts for

collaborators
Showing math.DSShow all

1 paper · 1 filter

math.DS2020

Data-informed Emulators for Multi-Physics Simulations

Hannah Lu, Dinara Ermakova, Haruko Murakami Wainwright +2

Machine learning techniques are powerful tools for construction of emulators for complex systems. We explore different machine learning methods and conceptual methodologies, rangin…

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