Author

Signe Riemer-Sørensen

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Preprint Aug 2026

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale

IO Factory, an AI-driven framework for simulating information and influence campaigns as fully integrated, traceable processes, is introduced and shows that IO Factory executes campaign timelines at scale and produces inspectable evidence of exposure and measured movement in configured belief variables.

Lukasz Olejnik, Wen-Chao Dong, Jonas R. Kunst et al. · 0 citations

#machine learning Sep 2025

Examining the robustness of Physics-Informed Neural Networks to noise for Inverse Problems

This work compares the performance of PINNs in solving inverse problems with that of a traditional approach using the finite element method combined with a numerical optimizer and finds that while PINNs may require less human effort and specialized knowledge, they are outperformed by the traditional approach.

Aleksandra Jekic, Afroditi Natsaridou, Signe Riemer-Sørensen et al. · arXiv.org · 3 citations · ⚡1