Matteo Tolloso PhD Student · University of Pisa
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Uncertainty and Graph Neural Networks for Atomistic Simulations


I study machine-learning methods for molecular modelling: graph neural networks, uncertainty quantification, and atomistic simulation workflows.
Atomistic MD / potentials
UQ calibration & reliability
GNN molecular graphs
ML4Science data-efficient models