DeepInflation: an AI agent for research and model discovery of inflation
Researchers have developed DeepInflation, an AI agent designed to accelerate the discovery of models in inflationary cosmology. This agent utilizes a multi-agent architecture that combines large language models with symbolic regression and a retrieval-augmented generation knowledge base. DeepInflation can autonomously explore inflationary potentials, verify them against theoretical literature, and discover simple, viable single-field slow-roll inflationary models consistent with observational data. AI
IMPACT This AI agent could enable researchers and non-experts to explore complex scientific landscapes using natural language.