Would you mind using $\mathbb{R}$ for the blackboard R?
Thanks for using $\bm{}$ for vectors and $^\top$ for the transposition.
What about $\mathbb{I}$ for the identity matrix?
Use $\varnothing$ instead of $\emptyset$?
What about having the differential operator d upright, and not like a variable?