Author

Luke Lucas

Observed names: L. Lucas, Lucas, Luke

Institutions: European Space Operations Centre, European Space Agency

Observed institutions: European Space Operations Centre, European Space Agency, Technische Universität Darmstadt, German Research Centre for Artificial Intelligence

OpenAlex ID: A5111887526

Machine Learning for Spacecraft Operations Support - The Mars Express Power Challenge

2017 · Luke Lucas, Redouane Boumghar · IEEE International Conference on Space Mission Challenges for Information Technology · 21

Machine Learning for Predicting Thermal Power Consumption of the Mars Express Spacecraft

2019 · Matej Petkovic, Nikola Simidjievski, et al. · IEEE Aerospace and Electronic Systems Magazine · 18

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Mars Express: 20 Years of Mission, Science Operations and Data Archiving

2024 · A. Cardesin-Moinelo, J. Godfrey, et al. · Space Science Reviews · 16

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Predicting Thermal Power Consumption of the Mars Express Satellite with Machine Learning

2017 · Martin Breskvar, Dragi Kocev, et al. · IEEE International Conference on Space Mission Challenges for Information Technology · 15

GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data

2021 · Ana Kostovska, Matej Petkovic, et al. · IEEE International Conference on Space Mission Challenges for Information Technology · 9

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Quantifying the Effects of Gyroless Flying of the Mars Express Spacecraft with Machine Learning

2019 · Matej Petkovic, Luke Lucas, et al. · IEEE International Conference on Space Mission Challenges for Information Technology · 9

Lithium Ion Battery Management Strategies for European Space Operations Centre Missions

2014 · Thomas Ormston, Laurent Maleville, et al. · SpaceOps Conference (SpaceOps) · 8

Machine-learning ready data on the thermal power consumption of the Mars Express Spacecraft

2022 · Matej Petković, Luke Lucas, et al. · Scientific Data · 7

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Machine Learning in Operations for the Mars Express Orbiter

2018 · Redouane Boumghar, Luke Lucas, et al. · SpaceOps Conference (SpaceOps) · 7

Discovering outliers in the Mars Express thermal power consumption patterns

2021 · Matej Petkovic, Luke Lucas, et al. · IEEE International Conference on Space Mission Challenges for Information Technology · 4

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Dependency Finder: Surprising Relationships in Telemetry

2018 · Jose Martinez, Luke Lucas, et al. · SpaceOps Conference (SpaceOps) · 3

Mars Express Lithium Ion Batteries Performance Analysis

2017 · G. Dudley, R. Blake, et al. · E3S Web of Conferences · 2

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The Added Value of Advanced Feature Engineering and Selection for Machine Learning Models in Spacecraft Behavior Prediction

2019 · Ying Gu, Gagan Manjunatha Gowda, et al. · Springer eBooks · 1

Mars Express: Powering through eclipses - Thermal Strategies to Prolong Battery Life

2018 · Thomas Dressler, Luke Lucas, et al. · SpaceOps Conference (SpaceOps) · 1

The Added Value Of Advanced Feature Engineering And Selection For Machine Learning Models In Spacecraft Behavior Prediction

2018 · Gagan M. Gowda, Praveen K. Jayanna, et al. · SpaceOps Conference (SpaceOps) · 1

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Extending Mars Express gyros for a scientific lifeline

2024 · Patrick Martin, Colin Wilson, et al.

Mars Express: Toward a 20-year scientific and technical success story

2023 · Patrick Martin, Colin Wilson, et al.

Getting the Most Out of Mars Express

2022 · Patrick Martin, Dmitri Titov, et al.

Thermal Power Consumption of the Mars Express Spacecraft (1 minute resolution)