<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Science of Science | Yiqiao Jin CS PhD @ Georgia Tech</title><link>https://ahren09.github.io/tags/science-of-science/</link><atom:link href="https://ahren09.github.io/tags/science-of-science/index.xml" rel="self" type="application/rss+xml"/><description>Science of Science</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Thu, 01 Oct 2026 00:00:00 +0000</lastBuildDate><image><url>https://ahren09.github.io/media/icon_hu_eee6347cbdb2cc3f.png</url><title>Science of Science</title><link>https://ahren09.github.io/tags/science-of-science/</link></image><item><title>Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems</title><link>https://ahren09.github.io/publication/preprint26_science_utopia/</link><pubDate>Thu, 01 Oct 2026 00:00:00 +0000</pubDate><guid>https://ahren09.github.io/publication/preprint26_science_utopia/</guid><description>&lt;h2 id="overview">Overview&lt;/h2>
&lt;p>SciUtopia is a persistent LLM-agent simulation of academic research ecosystems. Researchers, institutions, collaboration networks, funding, and the literature evolve together across simulated years. The framework connects topic selection, submission, peer review, resubmission, citations, funding, and researcher attrition, supporting controlled studies of how institutional policies and information channels shape scientific activity.&lt;/p>
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