2 papers
cs.LG2025
OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning
Alexandre Oliveira, Katarina Dyreby, Francisco Caldas +1
The increasing number of satellites and orbital debris has made space congestion a critical issue, threatening satellite safety and sustainability. Challenges such as collision avo…
cs.LG2025
Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks
Manuel Santos Pereira, LuÃs Tripa, Nélson Lima +2
First formulated by Sir Isaac Newton in his work "Philosophiae Naturalis Principia Mathematica", the concept of the Three-Body Problem was put forth as a study of the motion of the…