Andrea Merlo

Andrea Merlo

Max-Planck-Institut für Plasmaphysik  - /
Natural Sciences / Physics
AD Scientific Index ID: 5375384
person_outline Andrea Merlo's MOST POPULAR ARTICLES
1-) Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-XTS Pedersen, I Abramovic, P Agostinetti, MA Torres, S Äkäslompolo, ...Nuclear Fusion 62 (4), 042022, 2022362022
2-) Machine learning and Bayesian inference in nuclear fusion research: an overviewA Pavone, A Merlo, S Kwak, J SvenssonPlasma Physics and Controlled Fusion 65 (5), 053001, 2023192023
3-) Proof of concept of a fast surrogate model of the VMEC code via neural networks in Wendelstein 7-X scenariosA Merlo, D Böckenhoff, J Schilling, U Höfel, S Kwak, J Svensson, ...Nuclear Fusion 61 (9), 096039, 2021192021
4-) Physics-regularized neural network of the ideal-MHD solution operator in Wendelstein 7-X configurationsA Merlo, D Böckenhoff, J Schilling, SA Lazerson, TS PedersenNuclear Fusion 63 (6), 066020, 202322023
5-) Accelerated Bayesian inference of plasma profiles with self-consistent MHD equilibria at W7-X via neural networksA Merlo, A Pavone, D Böckenhoff, E Pasch, G Fuchert, KJ Brunner, ...Journal of Instrumentation 18 (11), P11012, 20232023