Author

E. V. van Nieuwenburg

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Review

Utility and Trustworthiness of Generative AI in Peer Review

The findings suggest that modern Large Language Models can provide useful and consistent support for scientific peer review, however remaining differences between AI-generated and human-generated evaluations indicate that current systems should be viewed as complementary tools that assist human reviewers rather than re...

Vuk D. Tomić, T. Heyman, E. V. van Nieuwenburg · 0 citations

Jul 2026

Cautious optimism for deep parameterized quantum circuits

It is shown that gradient-based PQCs can exhibit improved performance on unseen data as model size increases, displaying the phenomenon of double descent, which contrasts with the traditional view that larger models lead to degraded generalization.

Marie C. Kempkes, Elies Gil-Fuster, Carlos Bravo-Prieto et al. · arXiv.org · 0 citations

A Unified Toolkit for Evaluating Nonlinear Dimensionality Reduction Techniques

This thesis builds on an existing diagnostics toolkit mainly for t-SNE and UMAP and turns it into a more accessible package for interested practitioners, while also extending it with diagnostics tools.

Kasra Amirani, S. Huisman, E. V. van Nieuwenburg · 0 citations