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Old Zhang's AI Learning
Old Zhang's AI Learning
May 14, 2026 · R&D Management

From Topic to Submission: Claude Code’s ARS Pipeline for Academic Papers

The open‑source Academic Research Skills (ARS) suite builds on Claude Code to automate the entire research‑to‑publication workflow, offering human‑in‑the‑loop quality gates, style calibration, citation checks, and a low token cost of $4‑6 per 15k‑word paper, making it especially useful for graduate students and Chinese researchers aiming to publish in English.

AI agentsAcademic ResearchClaude Code
0 likes · 8 min read
From Topic to Submission: Claude Code’s ARS Pipeline for Academic Papers
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 29, 2026 · Artificial Intelligence

Fully Automated Code and Paper Generation: Claude, Codex, and Autoresearch Variants

The article examines Karpathy's Autoresearch project and its community forks—Codex Autoresearch, Claude Autoresearch, and AutoResearchClaw—detailing their design, experiment loops, core rules, installation steps, and a comparative analysis of capabilities, targets, and limitations for autonomous AI-driven research and development.

AI agentsClaudeCode Generation
0 likes · 18 min read
Fully Automated Code and Paper Generation: Claude, Codex, and Autoresearch Variants
Model Perspective
Model Perspective
Nov 3, 2022 · Fundamentals

Key Lessons and Strategies for Winning HiMCM Modeling Competitions

This article offers a comprehensive post‑competition reflection on HiMCM 2021, covering modeling workflow, programming preparation, paper writing tips, teamwork practices, topic selection, paper quality levels, team case studies, essential modeling skills, and the six stages of the modeling process.

HiMCMModelingPaper Writing
0 likes · 9 min read
Key Lessons and Strategies for Winning HiMCM Modeling Competitions
Model Perspective
Model Perspective
Jun 23, 2022 · Fundamentals

How to Write a Winning Math Modeling Competition Paper: Structure & Tips

This guide outlines the essential seven-section structure of a mathematics modeling competition paper, offers detailed advice on crafting an effective abstract, and provides step‑by‑step instructions for writing each core component—from problem restatement and assumptions to model building, solution, evaluation, references, and appendices.

Paper Writingabstractmathematical modeling
0 likes · 14 min read
How to Write a Winning Math Modeling Competition Paper: Structure & Tips
Model Perspective
Model Perspective
May 27, 2022 · Fundamentals

How to Master HiMCM: Modeling, Coding, Writing & Teamwork Lessons

This post‑competition reflection shares practical advice on modeling workflow, programming preparation, academic writing, team collaboration, topic selection, paper quality tiers, case studies of award‑winning teams, five key modeling abilities, and a six‑step modeling process for future HiMCM participants.

Paper Writingcompetitionmathematical modeling
0 likes · 11 min read
How to Master HiMCM: Modeling, Coding, Writing & Teamwork Lessons