Hybrid Quantum Vision Transformers for Event Classification in High Energy Physics.
Eyup B. UnluMarçal Comajoan CaraGopal Ramesh DahaleZhongtian DongRoy T. ForestanoSergei GleyzerDaniel JusticeKyoungchul KongTom MagorschKonstantin T. MatchevKatia MatchevaPublished in: CoRR (2024)
Keyphrases
- high energy physics
- classification accuracy
- classification algorithm
- pattern classification
- class labels
- image classification
- feature vectors
- support vector machine
- machine learning
- event detection
- classification rules
- training samples
- text classification
- supervised learning
- training set
- feature selection
- real time
- automatic classification
- benchmark datasets
- feature extraction
- decision trees
- computer vision
- image processing
- classification method
- support vector machine svm
- support vector
- pattern recognition
- multi class
- decision rules
- unsupervised learning
- classification models
- scientific data
- feature space
- quantum computing