M.Sc. Fatemeh Farokhmanesh


Picture of Fatemeh Farokhmanesh

Fatemeh Farokhmanesh

Informatics 15 - Chair of Computer Graphics and Visualization (Prof. Westermann)

Postal address

Postal:
Boltzmannstr. 3
85748 Garching b. München

Research

I am a PhD student at the group of Prof. Dr. Rüdiger Westermann. My primary research areas involve the utilization of deep learning techniques for weather forecasting and the analysis of meteorological data, as well as exploring the potential of deep learning in enhancing interactive visualization for statistical relationships.

Publications

Neural Fields for Interactive Visualization of Statistical Dependencies in 3D Simulation Ensembles 
Fatemeh FarokhmaneshKevin Höhlein, Christoph Neuhauser, Tobias Necker, Martin Weissmann, Takemasa Miyoshi, Rüdiger Westermann
The Eurographics Association, Vision, Modeling, and Visualization 2023 (VMV 2023)
[PDF] [Video] [BIB]

Deep Learning-based Parameter Transfer in Meteorological Data
Fatemeh Farokhmanesh, Kevin Höhlein, Tobias Necker, Martin Weissmann, Takemasa Miyoshi, Rüdiger Westermann
Artificial Intelligence for the Earth Systems 2022
[PDF][BIB

Deep feature selection using an enhanced sparse group lasso algorithm
Fatemeh Farokhmanesh, Mohammad T Sadeghi
27th Conference on Electrical Engineering 2019
[PDF]