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researcher

H. Wainwright

3 papers here

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.DS1
  • physics.ao-ph1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedDigital Twin Earth -- Coasts: Developing a fast and physics-informed surrogate model for coastal floods via neural operators

20 citations · 21 across the 3 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.