From the 1 of 3 linked papers with an AI index.
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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…
cs.AI2025
Inference-Time Intervention in Large Language Models for Reliable Requirement Verification
Paul Darm, James Xie, Annalisa Riccardi
Steering the behavior of Large Language Models (LLMs) remains a challenge, particularly in engineering applications where precision and reliability are critical. While fine-tuning…