FIELD NOTES TOPIC

industrial applications

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  1. Explaining Process Control Optimisation Recommendations via GradientSHAP and Implicit Differentiation

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    Researchers propose a method to explain optimisation recommendations for industrial processes using Shapley Additive exPlanations (SHAP), Implicit Function Theorem, and Large Language Models (LLM). The new approach…