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Panos Stinis

51 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 author1
  • first author2
  • middle author17
  • last author31

Across the 51 of 51 papers where every author was matched, so the position is known.

fields
  • cs.LG27
  • math.NA10
  • physics.chem-ph3
  • cs.NE2
  • eess.SP2
  • eess.SY2
same name
  • Panos Stinis — 2 papers

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 citedA comparative study of physics-informed neural network models for learning unknown dynamics and constitutive relations

34 citations · 66 across the 38 of their papers we have counts for

collaborators
Showing physics.ao-phShow all

1 paper · 1 filter

physics.ao-ph2026

Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2

Shady E. Ahmed, Hui Wan, Saad Qadeer +5

Toward the goal of using Scientific Machine Learning (SciML) emulators to improve the numerical representation of aerosol processes in global atmospheric models, we explore the emu…

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