Crossmark

Data Integrity Failures in Pharmaceutical Digital Twins and Continuous Manufacturing: An Alcoa + + Framework Integrating Human Factors and Simulation Vulnerabilities

Crossref DOI link: https://doi.org/10.1007/s12247-026-10778-6

Published Online: 2026-05-29

Published Print: 2026-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ramprasath, P

Bonthu, Mohan Gandhi
Funding

Funding for this research was provided by:

JSS Academy of Higher Education and Research, Mysore
License Information

Text and Data Mining valid from 2026-05-29

Version of Record valid from 2026-05-29
More Information

Article History

Received: 11 March 2026

Accepted: 19 May 2026

First Online: 29 May 2026

Declarations

:

: The authors declare no competing interests.

Document is current

Any future updates will be listed below