First published 9/28/2026, 4:17:15 AM · Last updated 9/28/2026, 4:17:15 AM

The Process Optimization During Biodegradation of Textile Dye in a Fixed‐Bed Bioreactor Using Immobilized <scp> <i>Shewanella putrefaciens</i> </scp> : Response Surface Methodology and Artificial Neural Network Modeling

Wiley journal article published 2026-08-01 reporting process optimization for biodegradation of textile dye in a fixed-bed bioreactor using immobilized Shewanella putrefaciens and modeling approaches (Response Surface Methodology and Artificial Neural Network). The supplied excerpt included only publisher and content type and no further experimental or result details.

Categories: science-and-space, environment-and-climate

Generated scores

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Confidence: 6/10How certain the assessment is based on the clarity and evidence in the cited reporting.
Geographic reach: 1/10How widely the event reaches, from a local area (1) to worldwide impact (10).
Global importance: 2/10The event's broader significance, from limited importance (1) to major global importance (10).
Impact magnitude: 2/10The scale or severity of the real-world impact, from minor (1) to extreme (10).
Positivity: 7/10How harmful or beneficial the event is, from strongly harmful (1) to strongly positive (10).
Urgency: 1/10How time-sensitive the event is, from low urgency (1) to immediate attention needed (10).

Why it matters

It presents optimization and modeling approaches applied to biodegradation of textile dye in a fixed-bed bioreactor.

Sources

The Process Optimization During Biodegradation of Textile Dye in a Fixed‐Bed Bioreactor Using Immobilized <scp> <i>Shewanella putrefaciens</i> </scp> : Response Surface Methodology and Artificial Neural Network Modeling

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