Sökning: "Mário Cardoso"

Hittade 2 uppsatser innehållade orden Mário Cardoso.

1. 1. Implementation of Variational Autoencoder on the simulated particle collider data

   L3-uppsats, Uppsala universitet/Högenergifysik

   Författare :Mário Alves Cardoso; [2021]
   Nyckelord :high energy physics; machine learning;

   Sammanfattning : We study the possibility of applying deep learning algorithms, suchas Variational Autoencoders, on simulated particle collider data to detectBeyond the Standard Model events. In this report, we apply three dif-ferent processes of training the data for better eciency and the resultsof said training on detecting anomalies. LÄS MER

3. 2. Study of pattern recognition of particle tracks with neural networks

   Master-uppsats, Uppsala universitet/Högenergifysik

   Författare :Mário Cardoso; [2021]
   Nyckelord :particle physics; neural networks;

   Sammanfattning : In this project we study the use of neural networks as a tool for particle track pattern recognition with the possibility of its implementation in the Trigger system at the ATLAS experiment [1]. By using a method named Hough transform we created a Convolutional Neural Network (CNN) that is able to train on the transformed images of muons merged with minimum bias. LÄS MER