Structure-preserving Lift & Learn: Scientific machine learning for nonlinear conservative partial differential equations

Advances in Computational Mathematics 2026

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Authors: Harsh Sharma, Juan Diego Draxl Giannoni, Boris Krämer
DOI: 10.1007/s10444-026-10294-8
Cited by: 1
References: 41

Fields of Study & Subjects

Model Reduction and Neural Networks Machine Learning in Materials Science Numerical methods for differential equations

Publication details

Journal / source
Advances in Computational Mathematics
Publisher
Springer Science and Business Media LLC
Volume
52
Issue
2
Publication date
3 March 2026
Language
EN