Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations.
Jan KaiserChenran XuAnnika EichlerAndrea Santamaría GarciaPublished in: CoRR (2024)
Keyphrases
- high speed
- machine learning
- computer science
- low power
- machine learning methods
- artificial intelligence
- pattern recognition
- real time
- computer vision
- inductive learning
- learning algorithm
- data mining
- information extraction
- learning tasks
- high speed networks
- machine learning algorithms
- model selection
- knowledge acquisition
- explanation based learning
- particle swarm optimization
- supervised learning
- active learning
- data analysis
- natural language
- feature selection
- qualitative physics
- database
- compute intensive
- neural network
- simulation models
- machine learning approaches
- parallel implementation
- decision trees
- reinforcement learning
- numerical simulations
- learning problems
- objective function
- loss function
- pairwise