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

Published Online: 2026-03-03

Published Print: 2026-04

Authors

Sharma, Harsh https://orcid.org/0000-0001-8411-2285
Draxl Giannoni, Juan Diego

Kramer, Boris
Funding

Funding for this research was provided by:

Office of Naval Research (N000142212624)

National Science Foundation (2144023)
License Information

Text and Data Mining valid from 2026-03-03

Version of Record valid from 2026-03-03
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Article History

Received: 5 July 2025

Accepted: 13 February 2026

First Online: 3 March 2026

Declarations

:

: The authors declare no competing interests.

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