GPU Accelerated Parallel Processing for Large-Scale Monte Carlo Analysis: COVID-19 Parameter Estimation and New Case Forecasting.
Brad SuchoskiSteve StageHeidi GurungPrasith BaccamPublished in: Frontiers Appl. Math. Stat. (2022)
Keyphrases
- monte carlo
- parameter estimation
- parallel processing
- gpu accelerated
- least squares
- maximum likelihood
- importance sampling
- model selection
- markov random field
- markov chain
- em algorithm
- markov chain monte carlo
- random fields
- monte carlo tree search
- monte carlo simulation
- expectation maximization
- posterior distribution
- distributed processing
- estimation problems
- matrix inversion
- reinforcement learning
- parameter estimation algorithm