xmds2 binary package in Ubuntu Noble amd64

 XMDS is a code generator that integrates equations, from Ordinary
 Differential Equations (ODEs) up to stochastic Partial Differential
 Equations (PDEs). You write them down in human readable form in an
 XML file, and it goes away and writes and compiles a C++ program that
 integrates those equations as fast as it can possibly be done in your
 architecture.
 .
 XMDS 2 is a major upgrade rewritten in Python which is faster and far
 more versatile than previous versions, allowing the efficient integration
 of almost any initial value problem on regular domains.

Source package