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researcher

Panos Stinis

66 papers hereh-index 211.2k citations97 works total

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

author position
  • sole author2
  • first author3
  • middle author23
  • last author38

Across the 66 of 66 papers where every author was matched, so the position is known.

fields
  • cs.LG30
  • math.NA16
  • physics.chem-ph5
  • physics.comp-ph4
  • cs.NE2
  • eess.SP2

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedMultifidelity Deep Operator Networks For Data-Driven and Physics-Informed Problems

72 citations · 247 across the 52 of their papers we have counts for

collaborators
Showing 2025 · math.NAShow all

1 paper · 2 filters

math.NA2025

Stabilizing PDE--ML coupled systems

Saad Qadeer, Panos Stinis, Hui. Wan

A long-standing obstacle in the use of machine-learnt surrogates with larger PDE systems is the onset of instabilities when solved numerically. Efforts towards ameliorating these h…

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