Approximation of different approaches for the SI, SIR, and SITAD spreading processes on the BA network (left) and modified ER network with a single connected component (right).

Approximation of different approaches for the SI, SIR, and SITAD spreading processes on the BA network (left) and modified ER network with a single connected component (right).

<p>The first row corresponds to the SI process with the model parameter , the second row to the SIR process with , and the last row to the SITAD process with .</p>

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Bibliographic Details
Main Author:	Thien-Minh Le (22075988) (author)
Other Authors:	Jukka-Pekka Onnela (353658) (author)
Published:	2025
Subjects:	Medicine Biotechnology Ecology Cancer Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified mapping epidemic spread homogeneously mixed population estimate model parameters computation time required provide useful insights fully connected network nevertheless routinely used method proves advantageous provide similar results also provide form similar network models empirical network well understood theoretical justification theoretical analysis studying epidemics spreading rule spreading processes significantly reducing reproduction numbers proposed method often implausible intervention strategies identify reasons heterogeneous mixing forecast epidemics first identifying explicitly handling exact match especially important disease spreading core assumption
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