1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.AP2025
A sequential ensemble approach to epidemic modeling: Combining Hawkes and SEIR models using SMC
Dhorasso Temfack, Jason Wyse
This paper proposes a sequential ensemble methodology for epidemic modeling that integrates discrete-time Hawkes processes (DTHP) and Susceptible-Exposed-Infectious-Removed (SEIR)…
q-bio.PE2025
Sequential Monte Carlo Squared for online inference in stochastic epidemic models
Dhorasso Temfack, Jason Wyse
Effective epidemic modeling and surveillance require computationally efficient methods that can continuously update estimates as new data becomes available. This paper explores the…
q-bio.PE2024★ 1 cited
A review of sequential Monte Carlo methods for real-time disease modeling
Dhorasso Temfack, Jason Wyse
Sequential Monte Carlo methods are a powerful framework for approximating the posterior distribution of a state variable in a sequential manner. They provide an attractive way of a…