# Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?

> Research article (Processes, 2019) · cited 101× · AI/ML

**Wikidata**: [openalex:W2912105837](https://www.wikidata.org/wiki/openalex:W2912105837)  
**Source**: https://4ort.xyz/entity/accelerating-biologics-manufacturing-by-modeling-or-is-approval-under-the-qbd-and-pat-approaches-demanded-by-authorities