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Francesco Forcher's Projects

braggplot-final icon braggplot-final

Final exercise for the course C++ and Object Oriented Programming. Analyse particle events and create Bragg Curve plots for the energy loss using CERN's ROOT framework.

chemicalreactionbalance icon chemicalreactionbalance

(March 2012) A program to balance chemical reactions which i made to learn Java and graphical interfaces.

controllercelestialcylinder icon controllercelestialcylinder

(May 2013) Project to learn Arduino and Amarino, the Bluetooth library interface between Android and Arduino. It consists in a rotating multicolor LED lamp with a star map lampshade. This Android application controls the lights and the stepper motor.

crystal-channeling-analysis icon crystal-channeling-analysis

(CERN) Analysis of channeling in crystals for the purpose of collimation in LHC. Uses Pandas and scikit-learn (and a bit of ROOT).

gesturecontrolledrobot icon gesturecontrolledrobot

(June 2013) An Arduino robot controlled remotely (through Bluetooth) by the movements of the hands, recognized with a camera/webcam from an Android application created using OpenCV.

jupy-simulations-dockerimg icon jupy-simulations-dockerimg

My own version of the datascience-notebook from Jupyter: https://github.com/jupyter/docker-stacks. I removed R and added several Julia packages.

old_macros_dechanneling icon old_macros_dechanneling

CERN: ROOT programs (not really old anymore) to analyze nuclear dechanneling in crystals, for CERN's UA9 experiment

pdf-cv icon pdf-cv

Stores the latest version of my CV (only pdf, not source)

pyheadtail icon pyheadtail

CERN PyHEADTAIL numerical n-body simulation code for simulating macro-particle beam dynamics with collective effects

rosettacircuit icon rosettacircuit

Script to transform an electrical circuit schematic diagram made as an ASCII text file to LaTeX with CircuiTikz,

spinglass1d icon spinglass1d

Exercise for the course Introduction to Computational Methods for Physics: one-dimensional spin glass simulation using Metropolis' algorithm, with ASCII representation of the spins.

sustain-ai icon sustain-ai

Using ChatGPT-4 API and Pandas to perform sentiment and thematic analysis of text extracted from academic reports.

time-series_imaging_forecasting icon time-series_imaging_forecasting

In this project we have explored the use of imaging time series to enhance forecasting results with Neural Networks. The approach has revealed itself to be extremely promising as, both in combination with an LSTM architecture and without, it has out-performed the pure LSTM architecture by a solid margin within our test datasets.

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