# Digitizing sustainable process development: From ex-post to ex-ante LCA using machine-learning to evaluate bio-based process technologies ahead of detailed design

> Research article (Chemical Engineering Science, 2021) · cited 45× · AI/ML

**Wikidata**: [openalex:W4200219381](https://www.wikidata.org/wiki/openalex:W4200219381)  
**Source**: https://4ort.xyz/entity/digitizing-sustainable-process-development-from-ex-post-to-ex-ante-lca-using-machine-learning-to-evaluate-bio-based-proc