finalize edits

src/algorithms.jl

@@ -1216,7 +1216,9 @@ struct RKN4 <: OrdinaryDiffEqAlgorithm end
 """
 3 stage fourth order Runge-Kutta Nystrom method to solve second order linear inhomogenous IVPs.
 
-Does not include an adaptive method. Solves for for d-dimensional differential systems of second order linear inhomogeneous equations
+Does not include an adaptive method. Solves for for d-dimensional differential systems of second order linear inhomogeneous equations.
+
+Is only fourth order for these systems, the method is second order otherwise. 
 ## References
 
 @article{MONTIJANO2024115533,

src/algorithms/explicit_rk.jl

@@ -635,6 +635,7 @@ end
 """
 KuttaPRK2p5: Parallel Explicit Runge-Kutta Method
 A 5 parallel, 2 processor explicit Runge-Kutta method of 5th order.
+
 These methods utilize multithreading on the f calls to parallelize the problem.
 This requires that simultaneous calls to f are thread-safe.
 """
@@ -653,7 +654,7 @@ Base.@kwdef struct QPRK98{StageLimiter, StepLimiter, Thread} <:
     step_limiter!::StepLimiter = trivial_limiter!
     thread::Thread = False()
 end
-
+# for backwards compatibility
 function QPRK98(stage_limiter!, step_limiter! = trivial_limiter!)
     QPRK98(stage_limiter!, step_limiter!, False())
 end