Adaptive multi-fidelity Monte Carlo for real-time probabilistic storm surge predictions.
WoongHee JungAlexandros A. TaflanidisAikaterini P. KypriotiJize ZhangPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- monte carlo
- real time
- adaptive sampling
- markov chain
- monte carlo simulation
- importance sampling
- monte carlo tree search
- simulation study
- confidence intervals
- monte carlo methods
- particle filter
- stochastic approximation
- matrix inversion
- bayesian networks
- variance reduction
- global illumination
- point processes
- markov chain monte carlo
- optimal strategy
- generative model
- control system
- quasi monte carlo
- markovian decision
- game tree search
- genetic algorithm