Master’s student in Physics of Data at the University of Padua, focusing on computational astrophysics and scientific computing, astronomy, data analysis and visualization, interdisciplinary physics. This profile contains my projects, assignments, and research work.
MATLAB and iOTA tools for the CubeSat CornerCube Retroreflector (CCR) payload of the ALBAsat university project launching a cubesat. Includes orbit determination, link budget analysis, research publication, and a guide for data handling.
Computational Astrophysics: Exoplanet detection and atmospheric retrieval.
- Transit detection with SVMs and Neural Networks
- Synthetic transit generation using BATMAN
- Atmospheric retrievals with TauREx
Systems studied: MASCARA-3b (synthetic) and WASP-39b (JWST spectrum)
Laboratory of Computational Physics Module A: Binary star evolution and binary black holes.
- Binary_Black_Holes.ipynb for main analysis
- Simulation data in
stable_MT_vs_CE - Project description PDF included
Laboratory of Computational Physics Module B: Transformers analysis.
- Analysis of GPT-2 token embeddings, distances, and intrinsic dimensions
- PCA and next-token prediction notebooks
Management and Analysis of Physics Datasets Module B: Cosmic ray track reconstruction.
- Pipeline for reconstructing trajectories through drift chambers at INFN Legnaro
- Parallel processing with Spark on a cluster
- Benchmarking.ipynb evaluates processing performance across configurations
Advanced Statistics for Physics Analysis
- Implementation of a Multinomial Naive Bayes classifier in R
- Classification of social media posts
Python, MATLAB, IDL, R, Spark, Jupyter, scikit-learn, PyTorch, NumPy, SciPy