Solvers overhaul

[ErikQQY]

For now, all of the solvers are just working. To solve an FDE? OK! But the maintenance threshold is high.

We use this issue to track the overhaul of all solvers, the aim of the overhaul is simple: Making the solvers simple, easy-to-read, and efficient.