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Modular spatio-temporal models for epidemic and pandemic simulations

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### Feature description The currently implemented solver for the IDE model converges only linearly. Here, we want to implement a higher order solver. ### Additional context _No response_ ### Checklist...

class::feature
loc::backend
model::ide

Currently, the solver of the IDE-SECIR model is implemented directly in the Model class and can only be applied to a SECIR-type model. We want to separate the IDE solver...

class::feature
loc::backend
model::ide

Our discretization of the IDE-SECIR model is based on the paper "A non-standard numerical scheme for an age-of-infection epidemic model" by Messina et al. Our discretization formulas are written down...

prio::high
class::discussion
model::ide

### Motivation / Current Behaviour _No response_ ### Enhancement description Write python bindings, so `set_vaccination_data ``set_divi_data ``set_confirmed_cases_data ``set_population_data` can be called from python code. Currently, this is not explicitly possible...

loc::python interface
model::ode
class::improvement

### Feature description We want to automatically create the code for simulating an ODE model given in a standardised format like [Kappa](https://kappalanguage.org/) or [SBML](https://sbml.org/). ### Additional context _No response_ ###...

class::feature
prio::moderate
status::in progress
loc::backend
model::ode

### Motivation / Current Behaviour Currently `metapopulation_mobility_stochastic.h` includes `metapopulation_mobility_instant.h` because both use the same `SimulationNode`. ### Enhancement description The `SimulationNode` could be moved to a different location s.t. the two...

prio::moderate
class::discussion
model::abm
class::improvement

### Motivation / Current Behaviour As of now SDE models have to implement checks for whether flows/derivatives result in overflows in the compartments (negative compartments or compartments greater than population...

class::feature
loc::backend
model::ode
class::performance
model::sde

### Feature description As we sometimes oversee new issues or discussions, in particular from externals, due to the large number of issues or currently low frequency of checking discussions, we...

class::feature
prio::moderate

### Motivation / Current Behaviour We decided to temporarily downgrade to 22.04 in #1160 since 24.04 broke (some dependencies used by) the CI. ### Enhancement description - revert or undo...

loc::continuous integration
class::improvement

I today received: > Artifact actions v3 will be closing down by January 30, 2025. You are receiving this email because you have GitHub Actions workflows using v3 of [actions/upload-artifact](https://app.github.media/e/er?s=88570519&lid=6648&elqTrackId=867ac6c9fa524bda9764f13bec8f8014&elq=ef864a3c5f314660a65c1c771663fcf6&elqaid=4286&elqat=1&elqak=8AF5D94B629B77D0B2E640E5D18BB16F17959AF2B8B7A3EC9FE2FB5897BE2CF09A85)...