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researcher

S. Shiratori

3 papers hereh-index 7168 citations47 works total

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

author position
  • first author1
  • middle author2

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

fields
  • physics.flu-dyn3

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedPhysics-informed neural network applied to surface-tension-driven liquid film flows

6 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing 2025 · physics.flu-dynShow all

1 paper · 2 filters

physics.flu-dyn2025

GIMLET: Generalizable and Interpretable Model Learning through Embedded Thermodynamics

Suguru Shiratori, Elham Kiyani, Khemraj Shukla +1

We develop a data-driven framework for discovering constitutive relations in models of fluid flow and scalar transport. Under the assumption that velocity and/or scalar fields are…

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