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researcher

D. Huang

22 papers hereh-index 181.6k citations29 works total

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

author position
  • first author12
  • middle author9
  • last author1

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • math.NA12
  • cs.CE3
  • cs.LG2
  • math.PR1
  • math.ST1
  • physics.flu-dyn1
same name
  • D. Huang — 57 papers, h 18
  • D. Huang — 49 papers, h 11
  • D. Huang — 20 papers, h 0
  • D. Huang — 18 papers, h 8
  • D. Huang — 16 papers, h 10
  • D. Huang — 13 papers, h 7

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
20182026
most citedLearning Constitutive Relations from Indirect Observations Using Deep Neural Networks

182 citations · 462 across the 20 of their papers we have counts for

collaborators
Showing 2026 · math.NAShow all

1 paper · 2 filters

math.NA2026

Cost-Accuracy Trade-offs: Neural Operator vs Classical Numerical Solver

Daniel Zhengyu Huang, Andrew M. Stuart

Neural operators are data-driven models that learn mappings from inputs that parameterize partial differential equations, such as spatially varying coefficients, initial conditions…

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