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arxiv.org/abs/2511.05093

Sym-EFT: Accelerating Effective Field Theory of Large Scale Structure with Symbolic Regression

Researchers present emulators for the one- and two-loop cold dark matter power spectrum in the Effective Field Theory of Large Scale Structures, built with symbolic regression. They achieve errors below 0.5% within the EFT validity range, evaluate in under about 5×10^-4 seconds on one core, and leave counterterm time-dependence unspecified for flexible fitting.

— via arXiv — Astro-ph, Despoina Farakou, Constantinos Skordis


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