FRANCESCO PAPPONE

PhD Student

PhD program:: XL
email: francesco.pappone@uniroma1.it
phone: 3664332586




supervisor: Marco Tafani
co-supervisor: Emanuele Rodolà

Research: Hyperspectral Imaging and Spectroscopy for Medical Diagnostics

Workplace: Latina, Rome

Supervisors: Marco Tafani, PSTP Technoscience

Research Experience:
- Autoregressive Transformers applied to molecular structure elucidation, latent test-time compute
- Graph Neural Networks (GNNs) and Topological Data Analysis (TDA) applied to industrial and scientific problems
- Supervised and self-supervised learning on spectroscopic data
- Entropy-based sampling and test-time computation for LLMs

Education:- MBA (Collège des Ingénieurs)
- Alta Scuola Politecnica (Politecnico di Torino and Politecnico di Milano)
- MSc in Mathematical Engineering (Statistics and Optimization on Data and Networks) (Politecnico di Torino)
- BSc in Physics (University of Bologna)

Skills:
- Geometric Deep Learning, Graph Neural Networks, Contrastive Learning, Autoregressive Large Language Models
- Python, PyTorch Geometric, R, C++, React.js, Web Development
- Spectroscopy, Scientific Computing, Physics , Mathematical modeling
- Topological Data Analysis, Topological Deep Learning

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