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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…
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…