Optimizing BIT1, a Particle-in-Cell Monte Carlo Code, with OpenMP/OpenACC and GPU Acceleration.
Jeremy J. WilliamsFelix LiuDavid TskhakayaStefan CosteaAles PodolnikStefano MarkidisPublished in: CoRR (2024)
Keyphrases
- monte carlo
- monte carlo method
- parallel programming
- graphics processing units
- markov chain
- monte carlo simulation
- address space
- parallel computing
- shared memory
- magnetic tape
- importance sampling
- general purpose
- markovian decision
- stochastic approximation
- adaptive sampling
- monte carlo tree search
- parallel processing
- multi core processors
- global illumination
- matrix inversion
- monte carlo methods
- high performance computing
- quasi monte carlo
- simulation study
- parallel architectures
- probabilistic model
- graphical models
- optimal strategy
- variance reduction
- massively parallel
- parallel computation
- game tree
- temporal difference