Research Projects
- Virno A. J. (2026) On Bayesian Neural Networks for Quantum State Tomography. BSc Thesis, supervised by Prof. De Marco G. In preparation.
- Virno A. J., Battaglia F., Bucchignani A., Salerno D. (2026) Hawkes Processes and Monte Carlo Methods for Bitcoin Dynamics Under Geopolitical Shocks. 73rd Meeting of the EWG for Commodities and Financial Modelling. (Extended from research originally developed for the 1st Innovation Data Challenge, Bank of Italy & Bank of Ireland.) Conference Paper.
- Virno A. J., Bosco S., Bucchignani A., Cioffi D. (2026) Multi-class Satellite Terrain Classification via Lightweight CNN with HSV/RGB Filtering. AI4Purpose Hackathon by Codemotion. GitHub Repository.
- Virno A. J., Bucchignani A. (2025) Optimizing Heart Disease Classification Through Statistical–Mathematical Hybridization. GitHub Repository.
- Virno A. J., Bucchignani A. (2025) Semantic Retrieval Engine: A Multi-Feature Model for Contextual and Keyword-Aware Search. GitHub Repository.
- Virno A. J., Bucchignani A. (2025) Mitigating Discretization Anomalies in Numerical Weather Prediction (NWP) Models: A Deep-LSTM Paradigm for Automated Parameter Calibration in Complex Atmospheric Systems. In preparation.
Conferences