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advanced-statistics

Weekly exercises for "Advanced Statistics for Physics Analysis" course

bayesian-blocks-algorithm

Implementation and benchmarking of Bayesian Blocks Algorithm in R

digital-signal-processing

Weekly exercises for "Digital Signal Processing" course

fpga-music-keyboard

Turn your laptop keyboard into a musical instrument using a FPGA

geant4-simulation

Post-master position research on developing machine learning technique for hadron calorimeter at INFN Padova (data generation part)

hls4ml

Machine learning on FPGAs using HLS

hls4ml-tutorial

Tutorial notebooks for hls4ml

laboratoryofcomputationalphysics_y5

labr3-scintillators

Complete characterization of two LaBr3 scintillation detectors at Legnaro INFN Laboratories

lcp_projects_y5

Projects for Laboratory of Computational Physics, mod. A, Year 5

mapd-b

nandland

All code found on nandland is here. underconstruction.gif

neural-network

Weekly exercises for "Neural Networks and Deep Learning" course

nn-on-fpga

Quantization-aware training and implementation on FPGA of a Neural Network using hls4ml package

particle-detectors-optimization-with-deep-learning-techniques

Post-master position research on developing machine learning technique for hadron calorimeter at INFN Padova

qml-mooc

Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019

quax_data-analysis

First statistical analysis of QUAX experiment at Legnaro INFN Laboratories

quax_data-processing

Data processing chain for QUAX experiment at Legnaro INFN Laboratories

respiratory-rate-estimation

Estimation of the respiratory rate of an healthy subject, given linear acceleration and angular velocity measurements recorded by MuSe platform

restricted-boltzmann-machine

Implementation, training and benchmarking of a Restrcited Boltzmann Machine

sir-model-change-points

Markov chain Monte Carlo algorithm to estimate locations of change points, transmission rate and removal rate of epidemic

snn-muc

Implementation, training and benchmarking of a Spiking Neural Network for CMS Muon Chambers denoising

snn_cms-trk