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T. Tanyel

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#natural language process... Preprint Sep 2026

Self-Reports Do Not Identify Self-Models: An Identifiability Test for Counterfactual Reports

Language-model self-reports are evidence about behavior in a prompt environment, not by themselves evidence of a self-model. We investigate counterfactual reports about affect-like states under activation interventions and ask whether the report remains bound to the named intervention when the demonstration environment...

Phongsakon Mark Konrad, T. Tanyel, Serkan Ayvaz · 0 citations
Open access Jul 2026

AI-Driven 2D Electric Field Distribution Estimation in a Human Breast Model Formed by a Line Source

This study addresses the computational challenges of estimating two-dimensional electric field distributions within heterogeneous breast tissue models, a critical task in medical applications such as microwave imaging and hyperthermia, and proposes a deep learning approach that predicts EF distributions directly from d...

T. Tanyel, Cemanur Aydınalp, Gulsah Yildiz · 0 citations

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