v0.4.8
This release mostly handles a better integration of the AD framework into the solver suite.
- reworked event handling system to act on blocks directly for monitoring and resoution, makes it more versatile
- simulation initialization now utilizes the add_xx methods and is therefore more streamlined
- introduced optim module that houses the AD framework and the solvers for the implicit update equation s for implicit solvers
- the AD framework now has functions for jacobian evaluation and a decorator to compute jacobians automatically
- extended the implicit update equation solver suite by newton-type methods that leverage the AD framework to get the jacobians (experimental and not used currently)
- implicit integrators now support the Value class from the AD framework, this makes stiff systems fully differentiable