Pharma & Biotechanomaly detection plus robust predictionimportant but still challenging; the review explicitly says fault tolerance remains the greatest challenge in current soft sensor literature.

Fault-aware soft sensors for bioprocesses with unreliable physical sensors

Teach software to notice when a real sensor is lying or broken, so virtual measurements stay trustworthy during production.

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Part of Application

AI-Accelerated Drug Discovery

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Source

https://pubmed.ncbi.nlm.nih.gov/34490228/