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researcher

I. Szunyogh

8 papers hereh-index 308.6k citations114 works total

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

author position
  • middle author5
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • nlin.CD3
  • cs.LG2
  • physics.ao-ph2
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20052025
most citedCombining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems

66 citations · 139 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

nlin.CD2025

Model Training, Data Assimilation, and Forecast Experiments with a Hybrid Atmospheric Model that Incorporates Machine Learning

Dylan Elliott, Troy Arcomano, Istvan Szunyogh +1

The hybrid model combines the physics-based primitive-equations model SPEEDY with a machine learning-based (ML-based) model component, while ERA5 reanalyses provide the presumed tr…

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