Luís F. Simões

Principal Researcher, ML Analytics

Joined

May 2024

Names

Luís F. Simões (Preferred)

Luís Felismino Simões

Simões Luís F.

Emails

****@mlanalytics.pt (Confirmed)

****@vu.nl

****@esa.int

****@uninova.pt

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

ML Analytics (mlanalytics.pt)

2018 – Present

PhD student

Vrije Universiteit Amsterdam (vu.nl)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Artificial Intelligence

Present

Machine Learning

Present

Data Science

Present

Optimization

Present

Space Science

Present

Publications

Real-Time Planetary Landing Site Selection – A Non-Exhaustive Approach
Simões Luís F., Bourdarias Clément, Ribeiro Rita A.
- Acta Futura
- Readers: Everyone
GTOC5: Results from the European Space Agency and University of Florence
Dario Izzo, Luís F. Simões, Chit Hong Yam, Francesco Biscani, Di Lorenzo David, Bernardetta Addis, Andrea Cassioli
- Acta Futura
- Readers: Everyone
Designing Complex Interplanetary Trajectories for the Global Trajectory Optimization Competitions
Izzo Dario, Hennes Daniel, Simões Luís F., Märtens Marcus
- arXiv e-prints
- Readers: Everyone
Extreme learning machines for exoplanet simulations: a faster, lightweight alternative to deep learning
Tahseen Tara P. A., Simões Luís F., Yip Kai Hou, Nikolaou Nikolaos, Mendonça João M., Waldmann Ingo P.
- RAS Techniques and Instruments
- Readers: Everyone
Autonomous spacecraft landing through human pre-attentive vision
Schiavone Giuseppina, Izzo Dario, Simões Luís F., de Croon Guido C. H. E.
- Bioinspiration and Biomimetics
- Readers: Everyone
Spacecraft collision avoidance challenge: Design and results of a machine learning competition
Uriot Thomas, Izzo Dario, Simões Luís F., Abay Rasit, Einecke Nils, Rebhan Sven, Martinez-Heras Jose, Letizia Francesca, Siminski Jan, Merz Klaus
- Astrodynamics
- Readers: Everyone
Adaptive Online Emulation for Accelerating Complex Physical Simulations
Tahseen Tara P. A., Nikolaou Nikolaos, Simões Luís F., Hou Yip Kai, Mendonça João M., Waldmann Ingo P.
- arXiv e-prints
- Readers: Everyone
Extreme Learning Machines for Exoplanet Simulations: A Faster, Lightweight Alternative to Deep Learning
Tara P. A. Tahseen, Luís F. Simões, Kai Hou Yip, Nikolaos Nikolaou, João M. Mendonça, Ingo P. Waldmann
- CoRR 2025
- Readers: Everyone
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots
Nikolaou Nikolaos, Waldmann Ingo P., Tsiaras Angelos, Morvan Mario, Edwards Billy, Yip Kai Hou, Thompson Alexandra, Tinetti Giovanna, Sarkar Subhajit, Dawson James M., Borisov Vadim, Kasneci Gjergji, Petković Matej, Stepišnik Tomaž, Al-Ubaidi Tarek, Bailey Rachel Louise, Granitzer Michael, Julka Sahib, Kern Roman, Ofner Patrick et al. (5 additional authors not shown)
- RAS Techniques and Instruments
- Readers: Everyone
FDL: Mission Support Challenge
Simões Luís F., Day Ben, Shreenath Vinutha M., Wilson Callum, Bridges Chris, Kaczmarek Sylvester, Gal Yarin
- arXiv e-prints
- Readers: Everyone

View all 24 publications

Co-Authors

View all 89 co-authors