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Artificial intelligence for mathematical modeling

MathModelAgent, which automates mathematical modeling processes, solves complex problems and produces directly deliverable academic papers. This Python-based software accelerates modeling workflows by combining data analysis and reporting stages.

Updates

  • September 12, 2026: Stars 4,952 → 4,953, latest release v0.0.19 (September 10, 2026).

What you get

  • Analyzes the problem and writes code to create an academic paper
  • Prepares professional PDF reports using the Typst markup language
  • Minimizes the margin of error with a human-supervised workflow

Installation

Quick installation with Docker
docker-compose up
Skill-based installation
npx skills add jihe520/MathModelAgent --all

Running it

Initiating a mathematical modeling task
claude: /1start-mathmodel 完成这个数学建模任务

If you don't write code

🤖 Paste this into your AI agent (Claude Code · Codex · Antigravity)

You are a mathematical modeling expert. Using MathModelAgent, analyze the complex problem I provide, establish the necessary mathematical models, write Python code to analyze the data, and report the results in an academic paper format. Throughout the process, use Typst templates, perform error checks, and adhere to professional academic standards at every stage.

Related dictionary terms

Who it is forIntended for researchers and students who participate in mathematical modeling competitions or want to accelerate their academic reporting processes.

Links

TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-09-12: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. This page was machine-translated from the Turkish original · the Turkish version prevails.