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Jaideep Pathak — most-cited papers & profile · Time Series
← authors
·
overview
Jaideep Pathak
4
papers ·
469
citations ·
16
h-index
Nvidia (United Kingdom) · Nvidia (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model
2018 · 344 citations
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems
2020 · 80 citations
Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components
2021 · 43 citations
Top co-authors
Alexander Wikner
· 3
Michelle Girvan
· 3
and Edward Ott
· 2
Brian Hunt
· 2
Istvan Szunyogh
· 2
Andrew Pomerance
· 1
Brian R. Hunt
· 1
Edward Ott
· 1
Rebeckah Fussell
· 1
Sarthak Chandra
· 1
Troy Arcomano
· 1
Topics
Domain — Energy/Weather
Probabilistic