Francisco Miguel Caldas

PhD student, NOVA School of Science and Technology

Joined

September 2022

Names

Francisco Miguel Caldas (Preferred)

,

Francisco M. Caldas

Emails

****@gmail.com (Confirmed)

,

****@tecnico.ulisboa.pt (Confirmed)

,

****@campus.fct.unl.pt (Confirmed)

Personal Links

Career & Education History

PhD student

NOVA School of Science and Technology (campus.fct.unl.pt)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2026

Expertise

No areas of expertise listed

Publications

FFT-DM: A Decomposable Forward Process in Diffusion Models for Time-Series Forecasting
Francisco Miguel Caldas, Sahil Satish Kumar, Claudia Soares
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning
Alexandre Oliveira, Katarina Dyreby, Francisco Miguel Caldas, Claudia Soares
- NeurIPS 2025 poster
- Readers: Everyone
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 2025
- Readers: Everyone
Precise and Efficient Orbit Prediction in LEO with Machine Learning using Exogenous Variables
Francisco M. Caldas, Cláudia Soares
- CEC 2024
- Readers: Everyone
Conjunction Data Messages for Space Collision Behave as a Poisson Process
Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães
- CoRR 2023
- Readers: Everyone
A Temporal Fusion Transformer for Long-Term Explainable Prediction of Emergency Department Overcrowding
Francisco M. Caldas, Cláudia Soares
- PKDD/ECML Workshops (1) 2022
- Readers: Everyone
Conjunction Data Messages behave as a Poisson Process
Francisco M. Caldas, Cláudia Soares, Cláudia Nunes, Marta Guimarães, Mariana Filipe, Rodrigo Ventura
- CoRR 2021
- Readers: Everyone

Co-Authors