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April 26-30, 2026
Abin Shakya
Postdoctoral Researcher
Columbia University
About
Abin Shakya works on AI agents for scientific discovery and structured knowledge extraction from research literature.
Session Details
AI Agents for Large-Scale Scientific Knowledge Systems
📅April 26, 11:35 AM - 12:05 PM EST
Scientific knowledge is often trapped in unstructured publications. This session presents agentic pipelines that ingest papers, extract entities and relationships, reconstruct tables, digitize figures, normalize units, and preserve provenance to build machine-readable, continuously evolving scientific databases for downstream modeling and discovery.