most citedThe Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations

57 citations · 57 across the 2 of their papers we have counts for

collaborators

2 papers

math.DS2026

Likelihood estimation of an interpretable early-warning sign of critical transitions

Davide Papapicco, Lauren Smith, Graham Donovan

A critical transition is a sudden, abrupt and potentially unforeseen change in the state of a complex system often associated with catastrophic collapses and irreversability. Here…

math.NA2021★ 57 cited

The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations

Davide Papapicco, Nicola Demo, Michele Girfoglio +2

Models with dominant advection always posed a difficult challenge for projection-based reduced order modelling. Many methodologies that have recently been proposed are based on the…