Implementation of Soft Restrictions to Improve Neural Networks Robustness in Chemical Kinetics Time Integration

Castellanos, Luisa; European Combustion Meeting 2025

conference paper

oai:dial.uclouvain.be:boreal:303980

Implementation of Soft Restrictions to Improve Neural Networks Robustness in Chemical Kinetics Time Integration

Authors: Luisa Castellanos
European Combustion Meeting 2025
Publication date: 1 January 2025
Publisher

Abstract

This work presents insights into the implementation of common soft-restrictions used for chemical kinetics time-integration, and analyzes potential issues and specific problems that arise during their implementation

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DIAL UCLouvain

oai:dial.uclouvain.be:boreal:3...

Last time updated on 18/10/2025

This paper was published in DIAL UCLouvain.

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