Programming
I’ll share some fun programming projects that I’ve worked on, along with some files for you to download and try out yourself. So dive in, experiment, and explore the world of coding.
Happy coding!!
01
Laser Calibration and
User Interface
Python-based interface and control system for the laser calibration system, enabling precise movement operation and communication. The code integrates hardware communication and user-friendly controls to streamline calibration operations efficiently.
An interface with Java was also made as a fun learning experience (but not implemented in the laser operation server at Fermilab )
02
Data Analysis: Neutrino Cross-section Measurement
CC1p0π cross-section measurement using data from the MicroBooNE detector, focusing on events with a single proton and no pions in the final state. The analysis involves extensive event selection, systematic uncertainty studies, and differential cross-section extraction. Python and C++, along with CERN-ROOT, are my primary programming languages, used for this data analysis task
03
ML Project
Machine learning project to classify particles that interact in Liquid Argon based on energy deposition, track and trajectory information using DUNE 2x2 Simulated data
04
Laser track Correction
In MicroBooNE laser data, the reconstructed track from the detector data is corrected using a correction map (based on truth information of the laser track). The corrected track is produced along with the residue calculation before and after the correction to demonstrate the working of track correction in LArTPC using the laser calibration method.
05
Creative AI
Explored DeepDream algorithm to create stunning, dream-like visualizations from images using neural networks. The project involved generating layered patterns by enhancing features recognized by the network, resulting in surreal and artistic outputs. It was a fascinating blend of AI, art, and programming that showcased the creative potential of machine learning.
06
Managing ArgonCube Website
I'm also managing the ArgonCube website on behalf of LHEP- University of Bern, where the latest updates, events, technologies, and publications are published for public users.
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Click on the Image to open AronCube website.
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Other Fun Activities:
How about simulating (In Fluka) a beam of protons hitting an iron block (left) and a famous Gruyère cheese (right) ???
Well, can you recognise the difference??
Yes, you are correct, Iron stops most of the protons, whereas on cheese they pass.
There are other general codes and projects, details and codes will be published soon.!!!!