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PietroGx/SIMPLICITY: Version 2.2.4

Authors: PietroGx;

PietroGx/SIMPLICITY: Version 2.2.4

Abstract

🚀 SIMPLICITY v2.2.4: Heterogeneous Populations This major release marks the integration of the long-shedders branch, evolving SIMPLICITY from an acute-infection model into a framework capable of handling population heterogeneity. ✨ Highlights & New Features Heterogeneous Population Modeling: Added full support for mixed populations containing both "Standard" and "Long-Shedder" host types. The model now features distinct infectiousness windows, detectability profiles, and lineage capacities for each sub-population. Evolutionary Calibration: This accounts for the compound evolutionary pressure generated by the continuous emergence of intra-host lineages ($k_v$) over time in distinct host types. Automated Calibration Pipeline 🧹 Housekeeping & Archiving (Important!) To keep the root and scripts/ directories clean for version 2.0+, we performed a massive repository cleanup: Paper Archive: All specific figure-generating scripts and legacy experiments used for the original SIMPLICITY publication have been safely moved to scripts/00_SIMPLICITY_paper_archive/. Test Suite: Removed obsolete tests and added new, robust test files (e.g., tests/test_diag_mut_rates.py) to validate the new parameterization logic.

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Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Top 10%
Average
Average
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