Samantha Dies

Samantha Dies

Ph.D. Candidate in Computer Science

Publications

P-StaT framework

Samantha Dies, Courtney Maynard, Germans Savcisens, and Tina Eliassi-Rad. Epistemic Familiarity is Associated With Belief Stability in Large Language Models. Findings of the Association for Computational Linguistics: EMNLP (2026).

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Temporal coauthorship network modeling pipeline

Samantha Dies, David Liu, and Tina Eliassi-Rad. Forecasting Faculty Placement from Patterns in Co-authorship Networks. EPJ Data Science (2026).

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Higher-order interactions and information access

Moritz Laber*, Samantha Dies*, Joseph Ehlert*, Brennan Klein, and Tina Eliassi-Rad. Effects of higher-order interactions and homophily on information access inequality. Communications Physics (2026).

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* Equal contribution.

Preprints

Toward a Graded Measure of Belief Stability in Large Language Models

Samantha Dies, Branden Fitelson, and Tina Eliassi-Rad. Toward a Graded Measure of Belief Stability in Large Language Models (2026).

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Belief coevolution in a network of large language models

Germans Savcisens, Samantha Dies, Courtney Maynard, and Tina Eliassi-Rad. Belief Coevolution in a Social Network of Generalist and Specialist Large Language Models (2026).

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Coauthorship and citation networks in complexity science ethics

Olumide Adisa, Enio Alterman Blay, Yasaman Asgari, Gabriele Di Bona, Samantha Dies, Ana Maria Jaramillo, Paulo H. Resende, and Ana Maria de Sousa Leitao. The Overlooked Need for Ethics in Complexity Science: Why it Matters (2024).

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