Efficient algorithms for Monte Carlo particle transport on AI accelerator hardware.
John R. TrammBryce AllenKazutomo YoshiiAndrew R. SiegelLeighton WilsonPublished in: Comput. Phys. Commun. (2024)
Keyphrases
- monte carlo
- monte carlo method
- field programmable gate array
- artificial intelligence
- markov chain
- monte carlo simulation
- monte carlo methods
- monte carlo tree search
- adaptive sampling
- hardware implementation
- importance sampling
- markovian decision
- simulation study
- parallel implementation
- optimal strategy
- embedded systems
- stochastic approximation
- matrix inversion
- particle filter
- temporal difference
- image processing
- machine learning
- massively parallel
- hardware architecture
- policy evaluation
- upper bound