137 citations · 146 across the 2 of their papers we have counts for
2 papers
physics.data-an2020★ 9 cited
Bayesian machine scientist to compare data collapses for the Nikuradse dataset
Ignasi Reichardt, Jordi Pallares Marta Sales-Pardo, Roger Guimera
Ever since Nikuradse's experiments on turbulent friction in 1933, there have been theoretical attempts to describe his measurements by collapsing the data into single-variable func…
cs.LG2020★ 137 cited
A Bayesian machine scientist to aid in the solution of challenging scientific problems
Roger Guimera, Ignasi Reichardt, Antoni Aguilar-Mogas +4
Closed-form, interpretable mathematical models have been instrumental for advancing our understanding of the world; with the data revolution, we may now be in a position to uncover…