Enabling local neural operators to perform equation-free system-level analysis

Nature Machine Intelligence 2026 Open access

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Authors: Gianluca Fabiani, Hannes Vandecasteele, Somdatta Goswami, Constantinos I. Siettos, Ioannis G. Kevrekidis
DOI: 10.1038/s42256-026-01265-1
Cited by: 1
References: 79

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Reservoir Computing Machine Learning in Materials Science

Publication details

Journal / source
Nature Machine Intelligence
Publisher
Springer Science and Business Media LLC
Volume
8
Issue
7
Pages
1127–1141
Publication date
15 July 2026
Language
EN