Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs.
John R. TrammPaul K. RomanoPatrick C. ShriwiseAmanda LundJohannes DoerfertPatrick SteinbrecherAndrew R. SiegelGavin RidleyPublished in: CoRR (2024)
Keyphrases
- monte carlo
- graphics processing units
- monte carlo method
- graphics hardware
- gpu implementation
- general purpose
- graphics processors
- single instruction multiple data
- monte carlo simulation
- markov chain
- parallel programming
- multi core processors
- monte carlo methods
- importance sampling
- cpu implementation
- parallel implementation
- parallel computing
- simulation study
- adaptive sampling
- monte carlo tree search
- stochastic approximation
- parallel processing
- particle filter
- computer architecture
- markovian decision
- compute unified device architecture
- computing systems
- matrix inversion
- game tree search
- parallel architectures
- optimal strategy
- general purpose computing
- massively parallel