299 citations · 2.2k across the 101 of their papers we have counts for
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cs.LG2025★ 3 cited
Introduction to Symbolic Regression in the Physical Sciences
Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira +1
Symbolic regression (SR) has emerged as a powerful method for uncovering interpretable mathematical relationships from data, offering a novel route to both scientific discovery and…
cs.LG2023★ 17 cited
Priors for symbolic regression
Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira
When choosing between competing symbolic models for a data set, a human will naturally prefer the "simpler" expression or the one which more closely resembles equations previously…