3 papers
cs.LG2025
Forecasting Coccidioidomycosis (Valley Fever) in Arizona: A Graph Neural Network Approach
Ali Sarabi, Arash Sarabi, Hao Yan +2
Coccidioidomycosis, commonly known as Valley Fever, remains a significant public health concern in endemic regions of the southwestern United States. This study develops the first…
cs.LG2025
A Simple Approximate Bayesian Inference Neural Surrogate for Stochastic Petri Net Models
Bright Kwaku Manu, Trevor Reckell, Beckett Sterner +1
Stochastic Petri Nets (SPNs) are an increasingly popular tool of choice for modeling discrete-event dynamics in areas such as epidemiology and systems biology, yet their parameter…
math.AT2025
The Basic Reproduction Number for Petri Net Models: A Next-Generation Matrix Approach
Trevor Reckell, Beckett Sterner, Petar Jevtić
The basic reproduction number () is an epidemiological metric that represents the average number of new infections caused by a single infectious individual in a completely sus…