A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge

Discovering a meaningful symbolic expression that explains experimental data is a fundamental challenge in many scientific fields. We present a novel, open-source computational framework called Scientist-Machine Equation Detector (SciMED), which integrates scientific discipline wisdom in a scientist...

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Detalles Bibliográficos
Autores principales: Keren, Liron Simon, Liberzon, Alex, Lazebnik, Teddy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9870915/
https://www.ncbi.nlm.nih.gov/pubmed/36690644
http://dx.doi.org/10.1038/s41598-023-28328-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9870915/
https://www.ncbi.nlm.nih.gov/pubmed/36690644
http://dx.doi.org/10.1038/s41598-023-28328-2

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