Andrzej Dulny, M.Sc.

Andrzej Dulny, M.Sc.
Chair of Data Science (Informatik X)
University of Würzburg
Am Hubland
97074 Würzburg
Germany
Email: andrzej.dulny@uni-wuerzburg.de
Phone: (+49 931) 31 - 81316
Fax: (+49 931) 31 81316-0
Projects and Research Interests
I have been part of the DMIR Research Group since early 2021, after I received my master's degree in Mathematics at the University of Würzburg. I am working on applying Machine Learning and Neural Network models in the BigData@Geo project, where we work with time series and geospatial climate data. Our goal is to help the geography department to improve climate modeling using Machine Learning.
Education
- 2017–2020: M.Sc. Mathematics at the University of Würzburg
- 2013–2016: B.Sc. Mathematics at the Jagiellonian University in Cracow
Publications
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Learning Mathematical Relations Using Deep Tree Models, in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 1681–1687, available: https://doi.org/10.1109/ICMLA52953.2021.00268.(2021)
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Do Different Deep Metric Learning Losses Lead to Similar Learned Features?, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 10644–10654.(2021)
- [ BibTeX ]
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NeuralPDE: Modelling Dynamical Systems from Data, available: http://arxiv.org/abs/2111.07671.(2021)
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Evaluating the multi-task learning approach for land use regression modelling of air pollution, in International Conference on Frontiers of Artificial Intelligence and Machine Learning, IASED.(2020)