Artificial intelligence in physical sciences: Symbolic regression trends and perspectives
Symbolic regression (SR) is a machine learning-based regression method based on genetic
programming principles that integrates techniques and processes from heterogeneous …
programming principles that integrates techniques and processes from heterogeneous …
[HTML][HTML] Shape-constrained multi-objective genetic programming for symbolic regression
We describe and analyze algorithms for shape-constrained symbolic regression, which
allow the inclusion of prior knowledge about the shape of the regression function. This is …
allow the inclusion of prior knowledge about the shape of the regression function. This is …
Investigating the potential of smart manufacturing technologies
Over the past years, the topic of smart manufacturing has been in the focus of researchers
and manufacturing experts. Smart manufacturing describes the technology-driven ability to …
and manufacturing experts. Smart manufacturing describes the technology-driven ability to …