SEP 3, 2026 · PREPRINT
Introducing SINFONIA: Symplectic, slimplectic and Magnusian (Neural) Flows for Orbital Numerical Integration and Acceleration
arXiv
This is a proof-of-concept methodological study proposing neural-flow architectures for gravitational-wave modelling; it demonstrates feasibility in silico on a simplified system but does not validate clinical or observational outcomes and has not been peer reviewed.
Hypothesis-GeneratingLidia J. Gomes Da Silva
Reported
Window compositions to coalescence10²–10⁵
Phase error reduction vs. benchma…orders of magnitude below