Unresolved discrepancies in Gaia, BeXB, HMXB, and DNS observations
Determine how to account for the low-metallicity Gaia neutron-star binaries, the high-eccentricity Be X-ray binaries, the high-velocity high-mass X-ray binaries, and the double-neutron-star mass distribution that remain discrepant with the texttt{COMPAS} predictions.
References
Apart from these remaining open questions, the observed NS-harboring binaries can be relatively well explained by a kick model in which NSs that are formed with low-mass companions (i.e., Gaia NSs, LMXBs, and NSWDs) obtain kicks similar to young isolated NSs, and NSs that are formed with high-mass companions (i.e., HMXBs and DNSs) obtain significantly reduced natal kicks, providing a relatively consistent picture for the kick velocities of NSs in binary systems.
Finally, regarding stellar evolution models, significant uncertainties remain in the treatment of binary interactions. The physics of CE evolution and the efficiency of SN engines are among the most critical unknowns. Furthermore, mass-transfer efficiency and angular momentum loss may be also important to consider.