Timothé Krauth

Timothé Krauth
ZHAW
School of Engineering
Aviatik Infrastruktur
Technikumstrasse 71
8400 Winterthur
Aus- und Weiterbildung
Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse
Angewandte Mathematik, Statistik, Maschinelles Lernen, Deep Learning, Kollisionswahrscheinlichkeit
Aus- und Fortbildung
MSc ICM, Ecole des Mines de Saint-Etienne, 2020
MSc Statistical learning, ENSAE Paris, 2020
MSc Data Science, Institut Polytechnique Paris, 2020
Publikationen
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Krauth, Timothé; Lafage, Adrien; Morio, Jérôme; Olive, Xavier; Waltert, Manuel,
2023.
Deep generative modelling of aircraft trajectories in terminal maneuvering areas.
Machine Learning with Applications.
11(100446).
Verfügbar unter: https://doi.org/10.1016/j.mlwa.2022.100446
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Krauth, Timothé; Figuet, Benoit; Olive, Xaviet; Morio, Jérôme,
2023.
Collision risk assessment in terminal manoeuvring areas based on trajectory generation methods [Paper].
In:
15th Air Traffic Management Research and Development Seminar, Savannah, USA, 5-9 June 2023.
ATM Seminar.
Verfügbar unter: https://doi.org/10.21256/zhaw-28805
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Monstein, Raphael; Figuet, Benoit; Krauth, Timothé; Waltert, Manuel; Dettling, Marcel,
2022.
Large landing trajectory dataset for go-around analysis [Paper].
In:
10th OpenSky Symposium, Delft, The Netherlands, 10-11 November 2022.
MDPI.
S. 2.
Verfügbar unter: https://doi.org/10.3390/engproc2022028002
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Krauth, Timothé; Morio, Jérôme; Olive, Xavier; Figuet, Benoit; Monstein, Raphael,
2021.
Synthetic aircraft trajectories generated with multivariate density models [Paper].
In:
9th OpenSky Symposium, Brussels, Belgium, 18-19 November 2021.
MDPI.
S. 7.
Verfügbar unter: https://doi.org/10.3390/engproc2021013007