Training Deep 3D Convolutional Neural Networks to Extract BSM Physics Parameters Directly from HEP Data: a Proof-of-Concept Study Using Monte Carlo Simulations.
S. DubeyT. E. BrowderS. KohaniR. MandalA. SibidanovR. SinhaPublished in: CoRR (2023)
Keyphrases
- data sets
- statistical analysis
- raw data
- monte carlo simulation
- training examples
- data analysis
- image data
- data processing
- database
- input data
- missing data
- data points
- data sources
- computer systems
- monte carlo
- data structure
- face recognition
- experimental data
- numerical simulations
- learning algorithm
- data mining
- high sensitivity
- labelled data