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explainable AI 1implicit differentiation 1optimization 1process control 1shap 1

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1 paper

cs.AI2026

Explaining Process Control Optimisation Recommendations via GradientSHAP and Implicit Differentiation

Paul Darm, Cem Alpturk, Kenneth Ulrich +3

The paper proposes a method that combines implicit differentiation with GradientSHAP and large language models to generate fast, real-time explanations for industrial process contr…