@Parthu No PWR type naval reactor can reach efficiencies above 25%. It's theoretically not possible. Even civil reactors with water/heavy water coolant can only reach efficiencies of max 30%. Going above 30% requires using Sodium/Lead as coolant. Going above 40 requires Gas cooled reactors.
Even Ultra Super Critical Coal power plants with Full Speed multi stage turbines with steam super heat temperatures at 600 deg C struggle to reach 45% efficiency.
To increase efficiency you need to increase coolant output temperatures. Due to void physics you cannot allow steam boiloff to occur within the flux space of the reactor, for PWR's boiloff doesn't occur at all before the steam generator due to pressures and they can only operate with coolant output temp of 320 deg C. For PHWR, boiloff can occur at tube outlet but not too much.
Due to all this issues, nuclear reactor turbines can only be inefficient half speed turbines. No reactor uses full speed turbines common in thermal coal/gas/oil power plants.
This situation gets worse in naval reactors as the number of turbines stages that can be crammed in, the size of the steam generator heat exchange area gets much worse
All in all - all PWR type naval reactors only have efficiencies less than 25%. Civil PWRs reach 30%. Fast breeders with sodium coolant at 590 deg C reach 40%.
Your claim on twitter that USN subs have 45% efficiency is inaccurate