Jan Gavranovič
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View article: Normalizing Flows for Physics Data Analyses
Normalizing Flows for Physics Data Analyses Open
Monte Carlo simulations are a crucial component when analysing the Standard Model and New physics processes at the Large Hadron Collider. The goal of this work is to explore the performance of generative models for complementing the statis…
View article: Systematic evaluation of generative machine learning capability to simulate distributions of observables at the large hadron collider
Systematic evaluation of generative machine learning capability to simulate distributions of observables at the large hadron collider Open
Monte Carlo simulations are a crucial component when analysing the Standard Model and New physics processes at the Large Hadron Collider. This paper aims to explore the performance of generative models for complementing the statistics of c…
View article: Systematic Evaluation of Generative Machine Learning Capability to Simulate Distributions of Observables at the Large Hadron Collider
Systematic Evaluation of Generative Machine Learning Capability to Simulate Distributions of Observables at the Large Hadron Collider Open
Monte Carlo simulations are a crucial component when analysing the Standard Model and New physics processes at the Large Hadron Collider. This paper aims to explore the performance of generative models for complementing the statistics of c…