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Ryan Lin

3 papers hereh-index 332 citations5 works total

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author position
  • first author1
  • middle author2

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

fields
  • math.AP2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Enabling Automatic Differentiation with Mollified Graph Neural Operators

Ryan Y. Lin, Julius Berner, Valentin Duruisseaux +5

Physics-informed neural operators offer a powerful framework for learning solution operators of partial differential equations (PDEs) by combining data and physics losses. However,…

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