MCNNTUNES: Tuning Shower Monte Carlo generators with machine learning.
Marco LazzarinSimone AlioliStefano CarrazzaPublished in: Comput. Phys. Commun. (2021)
Keyphrases
- monte carlo
- machine learning
- monte carlo simulation
- importance sampling
- markov chain
- simulation study
- adaptive sampling
- monte carlo tree search
- particle filter
- monte carlo methods
- stochastic approximation
- markovian decision
- matrix inversion
- supervised learning
- decision trees
- monte carlo method
- learning algorithm
- point processes
- data mining
- support vector machine
- feature selection
- computer vision
- conditional density estimation
- text classification
- learning tasks
- temporal difference
- optimal solution
- genetic algorithm