Dr. Timothé Krauth

Aus- und Weiterbildung

Ausbildung

ISAE-Supaero / Angewandte Mathematik
Ph.D.
02 / 2021 - 04 / 2024

Projekte

• Realisieren einer Mensch-Maschine-Kollaboration durch künstliche Situation Awareness / Teammitglied / laufend
• Making I-CNS A Reality: New aviation technology for integrated communication, navigation, and surveillance / Teammitglied / laufend

Publikationen

• Krauth, Timothé; Morio, Jérôme; Olive, Xavier; Figuet, Benoit,

  2024.

  Advanced collision risk estimation in terminal manoeuvring areas using a disentangled variational autoencoder for uncertainty quantification.

  Engineering Applications of Artificial Intelligence.

  133, Part B(108137).

  Verfügbar unter: https://doi.org/10.1016/j.engappai.2024.108137

• 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

• Krummen, Jan; Krauth, Timothé; Allendorf, Jan; Monstein, Raphael,

  2025.

  Improving efficiency through the publication of expected distances for standard terminal arrival routes[Paper].

  In:

  12th OpenSky Symposium, Hamburg, Germany, 7-8 November 2024.

  TU Delft Open Publishing.

  Verfügbar unter: https://doi.org/10.59490/joas.2024.7894

• 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

• 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

• 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

Forschungsdaten

Monstein, Raphael; Figuet, Benoit; Krauth, Timothé; Waltert, Manuel; Dettling, Marcel, 2022. Large landing trajectory data set for go-around analysis. Zenodo. Verfügbar unter: https://doi.org/10.5281/zenodo.7148117

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