Research

AI-driven methods for scientific research

Medical Deep Research diagram
Medical Deep Research: Orchestrating LLM Agents and Resources for Medical Investigation.
NeurIPS 2025 GenAI4Health Workshop
Medical Deep Research is an open-source, agent-based platform that combines LLMs with structured reasoning, dynamic resource integration, and customizable reporting to support expert-level medical and clinical inquiry.
Cosmological structure formation visualization
Learning the Evolution of Large-Scale Cosmological Structure via Graph-Based Deep Learning.
The Astrophysical Journal 2025 (In Preparation)
Graph neural network (GNN) and physics-informed neural network (PINN) frameworks for modeling cosmological structure formation, enabling efficient large-scale simulation and analysis.