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AI Agents

Revolutionizing scientific research through artificial intelligence and machine learning

Overview of AI agent

AI Agents Overview
AI agent integrates literature and data (Research), computational modeling and analysis (Analyst), and experimental design and validation (Experiment) in an iterative feedback loop to accelerate scientific discovery.

An AI agent is a computational system that autonomously integrates prior knowledge, data, and algorithms to reason, make decisions, and take actions toward a scientific goal. In our lab, AI agents synthesize literature and datasets, perform analysis and modeling, and iteratively guide experimental design and interpretation through feedback from experimental results.