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Modular spatio-temporal models for epidemic and pandemic simulations

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We recently added gcc 11 installation to CI but so far we do not use it. We should harmonize it to not install gcc11 and use gcc10. https://github.com/DLR-SC/memilio/blob/e185708bb39f405654dde12bccc21a7b2f462a41/.github/actions/linux-build/action.yml#L45-L65

### Bug description When calculating the probability of transition from severe to critical state, we have the problem that: ``` // TODO: if this is used with vaccination model, it...

class::bug
loc::backend
model::ode

Mobility/Commuting between the different counties is currently very simplified. In the future, a model should exist so that infection is also possible during the commuting process. Also, the people are...

class::feature
prio::moderate
loc::backend
model::ode

The following functions are not yet generated by memilio-generation: ``` m.def("interpolate_simulation_result", static_cast( &mio::interpolate_simulation_result), py::arg("ts"), py::arg("abs_tol") = 1e-14); m.def("interpolate_simulation_result", static_cast( &mio::interpolate_simulation_result), py::arg("ts"), py::arg("interpolation_times")); m.def("interpolate_ensemble_results", &mio::interpolate_ensemble_results); ``` They shoudl be included.

class::feature
loc::python interface

### Motivation / Current Behaviour Current NNs and GNNs as well as the data generation methodology were inconsistent and had some issues e.g. same parameters for all age groups. We...

model::ode
class::improvement
model::ml

### Motivation / Current Behaviour Right now, we only provide the data gernation as well as the final neural network based model for the surrogate models for one population in...

model::ode
class::improvement
model::ml

### Feature description Add the possibility to use different age groups for the glct model. The structure of the age-resolved lct model can probably be adopted. ### Additional context _No...

class::feature
prio::low
loc::backend
model::lct

### Bug description The class ParameterDistributionNormal has several constructors, one where only mean and standard_dev are set. If this constructor is used the members m_lower_bound and m_upper_bound are not set...

class::bug
loc::backend
model::abm
model::ode
model::ide
model::hybrid

# Changes and Information Please **briefly list the changes** (main added features, changed items, or corrected bugs) made: - add bot - - If need be, add additional information and...

# Changes and Information Please **briefly list the changes** (main added features, changed items, or corrected bugs) made: - Simplify ParameterStudy, so it can use any parameter type and more...

loc::backend
model::abm
class::improvement
class::performance