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Lorenzo Valente's Projects

autoencoder-for-fpga icon autoencoder-for-fpga

Autoencoder model for FPGA implementation using hls4ml. Repository for Applied Electronics Project.

caloclouds icon caloclouds

PyTorch implementation of the CaloClouds model introduced in https://arxiv.org/abs/2305.04847

caloclouds-2 icon caloclouds-2

PyTorch implementation of the CaloClouds II model introduced in https://arxiv.org/abs/2309.05704

deep-learning-models icon deep-learning-models

Keras implementation of Deep Learning Models applied to the MNIST and Polynomial datasets. Repository for the Software and Computing for Nuclear and Subnuclear Physics Project.

hls4ml icon hls4ml

Machine learning on FPGAs using HLS

iron-classifier icon iron-classifier

Project for improving the classification of the iron spectrum in cosmic rays using MAGIC telescopes MC data

jointvae4ad icon jointvae4ad

Disentangle joint continous and discrete representations for Anomaly Detection in High Energy Physics.

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