A self-adaptive penalty method for integrating prior knowledge constraints into neural ODEs

Coelho, Cecília; Costa, M. Fernanda P.; Ferrás, L. L.

doi:10.1007/s00245-026-10479-z

A self-adaptive penalty method for integrating prior knowledge constraints into neural ODEs

Publication date

2026-08-07

Document type

Research article

Author

Coelho, Cecília

Costa, M. Fernanda P.

Ferrás, L. L.

Organisational unit

Informatik im Maschinenbau

DTEC.bw

DOI

10.1007/s00245-026-10479-z

URI

https://openhsu.ub.hsu-hh.de/handle/10.24405/24249

Scopus ID

2-s2.0-105046606714

Project

Intelligente Brandgefahrenanalyse für Gebäude und Schutz der Rettungskräfte durch Künstliche Intelligenz und Digitale Brandgebäudezwillinge

Publisher

Springer

Series or journal

Applied Mathematics & Optimization

ISSN

0095-4616

Periodical volume

94

Periodical issue

2

Article ID

51

Peer-reviewed

✅

Part of the university bibliography

✅

Language

English

Keyword

Constrained optimisation

Natural systems

Neural networks

Neural ODEs

Time series

dtec.bw

Description

This article is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/).

Version

Published version

Access right on openHSU

Metadata only access