mathmodel-pipeline

What problem does it solve?

Automates the end-to-end math modeling research lifecycle from problem understanding to final paper draft, reducing manual overhead and accelerating contest-ready results.

Core Features & Use Cases

• End-to-end workflow orchestration across problem analysis, modeling discovery, feasibility checks, solver execution, auto-optimization, and paper generation.
• Flexible gating and autonomous execution with configurable auto-proceed behavior to suit user preferences and compute budgets.
• Use cases include rapid problem analysis for competition prompts, generation of multiple modeling ideas, automated experiment planning, and formal paper drafting.

Quick Start

Invoke the pipeline with a topic to start the end-to-end workflow.