5 citations · 10 across the 7 of their papers we have counts for
3 papers · 1 filter
Leveraging Synthetic and Genetic Data to Improve Epidemic Forecasting
Dave Osthus, Alexander C. Murph, Emma E. Goldberg +4
Forecasting infectious disease outbreaks is hard. Forecasting emerging infectious diseases with limited historical data is even harder. In this paper, we investigate ways to improv…
Sensitivity Analysis in the Presence of Intrinsic Stochasticity for Discrete Fracture Network Simulations
Alexander C. Murph, Justin D. Strait, Kelly R. Moran +3
Large-scale discrete fracture network (DFN) simulators are standard fare for studies involving the sub-surface transport of particles since direct observation of real world undergr…
Bayes Watch: Bayesian Change-point Detection for Process Monitoring with Fault Detection
Alexander C. Murph, Curtis B. Storlie, Patrick M. Wilson +2
When a predictive model is in production, it must be monitored in real-time to ensure that its performance does not suffer due to drift or abrupt changes to data. Ideally, this is…