The ‘AI Teammate’ for Math Modeling Contests — MathModelAgent

Scenario: math modeling contests (turn real problems into models, code solutions, submit papers) — 72 hours, one problem, three-person team, never enough time: reading, modeling, coding, writing — four jobs, three people. What if an AI teammate never slept, never complained, helped from problem to report? That’s MathModelAgent.

The Fourth Teammate

MathModelAgent is an AI agent built for math modeling contests — problem analysis, modeling, code generation, report writing, end-to-end. It writes runnable Python, draws charts, organizes results into papers — a teammate that never clocks out.

Why the Author Built It

jihe520, a Chinese contest participant/researcher — built from lived experience: ‘if only this existed back then.’ ‘Contest players building for contest players’ — they know time pressure.

Generic AI or This?

Generic AI is the all-rounder; MathModelAgent is the specialized weapon — contest flow, methodology, formats preloaded. Special weapon on contest weekends, generalist daily.

Trust Check

Battle-tested author — features shaped by real pressure, not imagination. Seasonal community peaks every contest season; feedback feeds each iteration.

Where It’s Headed

Stronger models, bigger template library — players spend time thinking, not grinding.

Install

git clone https://github.com/jihe520/MathModelAgent.git
cd MathModelAgent && pip install -r requirements.txt
python main.py   # input the problem, collaborate

Gotchas: needs Python basics; verify AI-generated code manually; stronger models perform notably better.

FAQ

• Q: No modeling experience? A: Usable, but basics help — it’s an accelerator, not a tutorial.
• Q: Chinese problems only? A: Multilingual — set the right model language.
• Q: Is AI allowed in contests? A: Depends on rules — most allow assistance; confirm yours.

Contest player or math lover? Comment which contest you’ve joined.