symreg.ro evidence browserStructured evidence before AI

Symbolic regression evidence

Curated, source-linked reported results. Counts describe captured observations, not method rankings or paper quality.

PaperYearCaptured observationsSource-checked
A precise symbolic emulator of the linear matter power spectrum
Deaglan J. Bartlett, Lukas Kammerer, Gabriel Kronberger, Harry Desmond, Pedro G. Ferreira, Benjamin D. Wandelt, Bogdan Burlacu, David Alonso, Matteo Zennaro
202411
Zobrist Hash-based Duplicate Detection in Symbolic Regression
Bogdan Burlacu
2025135135
Enhancing the Computational Efficiency of Genetic Programming through Alternative Floating-Point Primitives
Christopher Crary, Bogdan Burlacu, Wolfgang Banzhaf
202411

Controlled comparisons

Chemical-I caching ablation — a within-study comparison with explicit caveats.