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My current research unravels the relational and causal mechanisms underlying science, with three interconnected directions: (1) pathways to success and scientific recognition, (2) LLM representation of scientific knowledge and factual accuracy, and (3) LLM agents for simulating and enhancing scientific collaboration.
Pathways to success
Pathways to success
And scientific/artistic recognition from high-status venues
LLM representation
LLM representation
of scientists, scientific works and factual accuracy
LLM agents
LLM agents
for simulating and enhacing scientific collaborations
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