# Correction: Chemically-informed active learning enables data-efficient multi-objective optimization of self-healing polyurethanes

## TL;DR

This paper corrects a prior study on optimizing self-healing polyurethanes using chemical insights and active learning.

## Contribution

The correction addresses errors in the original paper on multi-objective optimization of self-healing polyurethanes.

## Key findings

- The correction clarifies inaccuracies in the original study's methodology.
- It ensures the reliability of data-efficient optimization approaches for self-healing materials.

## Abstract

Correction for ‘Chemically-informed active learning enables data-efficient multi-objective optimization of self-healing polyurethanes’ by Kang Liang et al., Chem. Sci., 2026, https://doi.org/10.1039/D5SC07752D.