Dr Vitaliy Kurlin: mathematics & computer science

Current research: topological data analysis. Everything is possible!

E-mail: vitaliy.kurlin(at)gmail.com, University of Liverpool, UK

Project Extreme events in Climate Science based on papers in

JGRA 2019   GMD 2019   GMD 2018   CI 2018

JGRA 2019 paper : Atmospheric River Tracking Method Intercomparison Project (ARTMIP): Quantifying Uncertainties in Atmospheric River Climatology

impact of Atmospheric Rivers
  • Authors : joint with 36 co-authors including my PhD student Grzegorz Muszynski
  • Reference : J Geophysical Research: Atmospheres, v. 124 (24), 2019, p. 13777-13802.
  • PDF [50 pages, 5.5M]   url [official link]

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GMD 2019 paper : Topological Data Analysis and Machine Learning for Recognizing Atmospheric River Patterns in Large Climate Datasets.

Atmospheric River detection

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GMD 2018 paper : The Atmospheric River Tracking Method Intercomparison Project (ARTMIP): project goals and experimental design

Atmospheric Rivers

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CI 2018 paper : Towards a topological pattern detection in fluid and climate simulation data

multivariate climate data
  • Authors : Grzegorz Muszynski, Karthik Kashinath, Vitaliy Kurlin, Michael Wehner, Prabhat.
  • Reference : Proceedings of Climate Informatics workshop 2018.
  • PDF [4 pages, 4.6M]   url [official link]

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