Grzegorz Muszynski

Ph.D Student


Journal papers

Coming soon!

International conferences and talks

"Topological Methods for Pattern Detection in Climate Data", Big Data Analytics session at 2016 American Geophysical Union Fall Meeting in San Francisco, CA, US, 12 December 2016.

Participating in Applied Topology conference, Bedlewo, Poland, 25 June - 1 July 2017.

"Using Disjoint-Set Data Structure In The Study Of Extreme Weather Events", Learning Algorithms session at the British Colloquium for Theoretical Computer Science at Royal Holloway, University of London, United Kingdom, 26 March 2018.

"Topological Data Analysis and Machine Learning for Classifying Atmospheric River Patterns in Large Climate Datasets", Big data and machine learning in geosciences session at the European Geosciences Union General Assembly (EGU), Vienna, Austria, 9 April 2018.

"Topological Analysis and Machine Learning for Detecting Weather Patterns in Climate Model Output", Algorithms, Computational Geometry and Topology seminar at the Institute of Science and Technology Austria (IST Austria), Vienna, Austria, 11 April 2018, invited.

Posters

"Statistical Relationships Between the Subtropical Jet Stream and Extra-tropical Cyclones", Atmospheric Circulation and Hydrological Cycle under a Changing Climate: Monsoons, Storm Tracks, and the ITCZ session at 2016 American Geophysical Union Fall Meeting in San Francisco, CA, US, 16 December 2016.

"Topological Analysis Of Climate Data For Detecting Atmospheric Rivers", Spring School on Applied and Computational Algebraic Topology at Hausdorff Research Institute for Mathematics, Bonn, Germany, 24-28 April 2017.

"Topological Analysis Of Climate Data For Detecting Atmospheric Rivers", Poster presentation at the Conference on Applied and Computational Algebraic Topology at Hausdorff Research Institute for Mathematics, Bonn, Germany, 2-6 May 2017.

"On Topological Approach to Atmospheric Rivers Analysis", Computing Sciences Summer Student poster session at Lawrence Berkeley Lab, Berkeley, California, United States, 10 August 2017.

"Topological data analyses and machine learning for detection, classification and characterization of atmospheric rivers", An Object-Oriented View of Atmospheric Science: Feature Detection and Characterization in Big Data session at the AGU (American Geophysical Union) Fall meeting in New Orleans, United States, 11 December 2017.