AutoSurrogate: An LLM-Driven Multi-Agent Framework for Autonomous Construction of Deep Learning Surrogate Models in Subsurface Flow

Construct a multi-agent framework that automates the ML pipeline for subsurface flow surrogate models. This helps domain scientists generate complex physics-based ML models without needing deep ML expertise.

Suggested repo: FlowAgent

"AI agents that build complex physics surrogate models for you."

Estimated effort: 120h