symbolic regression — 2 Technical Articles

Apr 2, 2026 · Artificial Intelligence

Constrained Symbolic Regression and Weak Form Uncover Laws from Noisy Incomplete Data

By integrating universal physical symmetries, weak‑form integral transformations, and sparse symbolic regression, the authors devise a hybrid framework that extracts governing Navier‑Stokes equations from high‑dimensional, noisy, and partially observed fluid experiments, while also reconstructing hidden pressure and Lorentz force fields.

Navier-Stokesfluid dynamicslatent variables

0 likes · 12 min read

Constrained Symbolic Regression and Weak Form Uncover Laws from Noisy Incomplete Data

Code Mala Tang

Oct 9, 2025 · Artificial Intelligence

Discover 10 Underrated Machine Learning Algorithms That Can Supercharge Your Models

This article explores several powerful yet often overlooked machine‑learning techniques—including symbolic regression, isolation forest, Tsetlin machines, random kitchen sinks, field‑aware factorization machines, CRFs, ELMs, and VAEs—detailing their principles, code implementations, and real‑world application scenarios.

Algorithmsisolation forestmachine learning

0 likes · 23 min read

Discover 10 Underrated Machine Learning Algorithms That Can Supercharge Your Models