Istvan Szunyogh

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Physical Processes

Data Assimilation

Machine Learning

Predictive Modeling

Top Venues

Publications

Dhruvit Patel, Troy Arcomano, Brian R. Hunt, Istvan Szunyogh, Edward Ott
Exploring the Potential of Hybrid Machine-Learning/Physics-Based Modeling for Atmospheric/Oceanic Prediction Beyond the Medium Range. CoRR (2024)
Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Istvan Szunyogh, Michelle Girvan, Edward Ott
Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components. CoRR (2021)
Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Michelle Girvan, Troy Arcomano, Istvan Szunyogh, Andrew Pomerance, Edward Ott
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems. CoRR (2020)
Ross N. Hoffman, Rui M. Ponte, Eric J. Kostelich, Alan Blumberg, Istvan Szunyogh, Sergey V. Vinogradov
Ensemble Data Assimilation Simulation Experiments for the Coastal Ocean: Impact of Different Observed Variables. IGARSS (5) (2008)