# Quantum chemical data generation as fill-in for reliability enhancement of machine-learning reaction and retrosynthesis planning

> Research article (Digital Discovery, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4323906558](https://www.wikidata.org/wiki/openalex:W4323906558)  
**Source**: https://4ort.xyz/entity/quantum-chemical-data-generation-as-fill-in-for-reliability-enhancement-of-machine-learning-reaction-and-retrosynthesis-