A Refinement of Recurrence Analysis to Determine the Time Delay of Causality in Presence of External Perturbations

by Emmanuele Peluso, Teddy Craciunescu, Andrea Murari
Published 2020-08-01

On the Use of Entropy to Improve Model Selection Criteria

by Andrea Murari, Emmanuele Peluso, Francesco Cianfrani, Pasquale Gaudio, Michele Lungaroni
Published 2019-04-01

Detection of Causal Relations in Time Series Affected by Noise in Tokamaks Using Geodesic Distance on Gaussian Manifolds

by Andrea Murari, Teddy Craciunescu, Emmanuele Peluso, Michela Gelfusa, JET Contributors
Published 2017-10-01

Geodesic Distance on Gaussian Manifolds to Reduce the Statistical Errors in the Investigation of Complex Systems

by Michele Lungaroni, Andrea Murari, Emmanuele Peluso, Pasqualino Gaudio, Michela Gelfusa
Published 2019-01-01

Investigating the Physics of Tokamak Global Stability with Interpretable Machine Learning Tools

by Andrea Murari, Emmanuele Peluso, Michele Lungaroni, Riccardo Rossi, Michela Gelfusa, JET Contributors
Published 2020-09-01

On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals

by Andrea Murari, Michele Lungaroni, Emmanuele Peluso, Pasquale Gaudio, Ernesto Lerche, Luca Garzotti, Michela Gelfusa, JET Contributors
Published 2018-08-01

Alternative Detection of <em>n</em> = 1 Modes Slowing Down on ASDEX Upgrade

by Emmanuele Peluso, Riccardo Rossi, Andrea Murari, Pasqualino Gaudio, Michela Gelfusa, on behalf of the ASDEX Upgrade Team, on behalf of the EUROfusion MST1 Team
Published 2020-11-01