Francisco M. Caldas

According to our database, Francisco M. Caldas authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

OrbitZoo: Multi-Agent Reinforcement Learning Environment for Orbital Dynamics.

Alexandre Oliveira, Katarina Dyreby, Francisco M. Caldas, Cláudia Soares

CoRR, April, 2025

Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks.

Manuel Santos Pereira, Luís Tripa, Nelson Lima, Francisco M. Caldas, Cláudia Soares

CoRR, March, 2025

2024

Precise and Efficient Orbit Prediction in LEO with Machine Learning using Exogenous Variables.

Francisco M. Caldas, Cláudia Soares

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Conjunction Data Messages for Space Collision Behave as a Poisson Process.

Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães

CoRR, 2023

2022

Machine Learning in Orbit Estimation: a Survey.

Francisco M. Caldas, Cláudia Soares

CoRR, 2022

A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding.

Francisco M. Caldas, Cláudia Soares

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

Conjunction Data Messages behave as a Poisson Process.

Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães, Mariana Filipe, Rodrigo Ventura

CoRR, 2021