Domain Generalization with Machine Learning in the NOvA Experiment

Domain Generalization with Machine Learning in the NOvA Experiment portes grátis

Domain Generalization with Machine Learning in the NOvA Experiment

Sutton, Andrew T.C.

Springer International Publishing AG

11/2023

170

Dura

Inglês

9783031435829

15 a 20 dias

Descrição não disponível.
Chapter 1: Neutrinos: A Desperate Remedy.- Chapter 2. A Review of Neutrino Physics.- Chapter 3. The NOvA Experiment.- Chapter 4. Event Reconstruction.- Chapter 5. The 3-Flavor Analysis.- Chapter 6. A Long Short-Term Memory Neural Network.- Chapter 7. Domain Generalization by Adversarial Training.- Chapter 8. Conclusion.
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Event reconstruction;Particle identification;Physics beyond the Standard Model;3-flavor analysis;NOvA experiment;Adversarial domain generalization;Machine learning in HEP;Neutrino oscillation