Archive · Resources
Resources
Curated readings, tools, and references recommended by MSEL — for students, researchers, and curious minds.
AI / ML
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Introducing the MATLAB Agentic Toolkit MathWorks Blog, April 2026
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How to Update the MATLAB Agentic Toolkit for MATLAB R2026a MathWorks Blog, April 2026
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Giving Local AI Agents the Ability to Use MATLAB with MCP MathWorks Deep Learning Blog, Jan 2026
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microgpt Andrej Karpathy, Feb 2026
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Introducing Nested Learning: A new ML paradigm for continual learning Google Research, Nov 2025
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How People Are Really Using Gen AI in 2025 Harvard Business Review, April 2025
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챗GPT 이용해서 논문쓰는 방법 권정민 교수, 서울교대, 2025
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딥시크의 중국, 과학기술계 '졸부'가 아니다 한겨레 칼럼, April 2025
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Generative AI in graduate bioprocess engineering exams: Is attention all students need? Education for Chemical Engineers, 2025
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The Illusion of Thinking Apple Machine Learning Research, June 2025
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인공지능을 활용한 슬기로운 연구생활 v2505 이제현 박사님
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ChatGPT for Writing & Coding OpenAI Academy
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LLM으로 쓰면 감쪽같을까? 프롬프트 엔지니어, May 2025
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AI 사일로 더 좋은 도구를 줬는데, 왜 결과는 그대로일까? ckarch.kr
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Multi-Agent AI Enables Emergent Cognition in Real-Time Science Markus J. Buehler, LinkedIn
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AI 시대의 자기효능감이 자기 성장을 가리지 않으려면 brunch.co.kr/@cognitivehr
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"쓰지 않으면 잃는다" AI에게 의존한 인간의 뇌가 맞이한 결말 EBS 특별기획 '다시, 읽기로' 2부 – AI시대, 읽기의 반격, 2025.12
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기업이 꼭 알아야 할 '온톨로지'의 모든 것 김학래 중앙대 교수
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The Art of Loop Engineering Sydney Runkle · LangChain Blog, June 2026
A Guide for Novice Researchers
Process Systems Engineering
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Introduction to Differential Equations
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Nonlinear Dynamics and Chaos 한글 영상, 16분
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미적분 공부 왜 하는지 모르겠다면 EBS 지식, 33분
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How to Call MATLAB from Python MathWorks Video
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Entering a New Era of Modeling and Simulation Fanny Griesmer, COO, COMSOL, May 2025
Others
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21 Suggestions for Success H. Jackson Brown, Jr.
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교수직을 얻는 방법: 위원회에서 찾는 것은 무엇인가 테드 사전트 교수, 노스웨스턴 대학교
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Refero — UI Style Reference Library AI 디자인 보물창고
AI Tools & API
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How Anthropic uses Claude Code: Agentic Software Engineering at Scale Daisy Hollman, YouTube
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Claude Code Docs: Routines code.claude.com
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Claude Code Docs: Goal code.claude.com
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Claude Code Docs: Git Worktrees (병렬 실행) code.claude.com
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Claude 101 Anthropic Official Course
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AI Fluency: Framework & Foundations Anthropic Official Course
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Claude Code in Action Anthropic Official Course
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Building with the Claude API Anthropic Official Course
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Introduction to MCP (Model Context Protocol) Anthropic Official Course
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Andrej Karpathy Skills (Claude Code) GitHub – forrestchang
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getdesign.md — Design guidance for Claude builds Useful design reference for Claude-driven projects
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Spec Kit — Spec-driven workflow for AI coding agents GitHub official, MIT, supports Claude Code/Cursor/Copilot
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Canvas Design Skill (Claude) GitHub – ComposioHQ/awesome-claude-skills
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Caveman — Token-saving skill for Claude / AI agents GitHub – JuliusBrussee, ~65–75% output-token reduction
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im-not-ai — Korean writing polish skill for Claude GitHub – epoko77-ai, AI 문체를 자연스럽게 다듬는 Claude Code 스킬
Control
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InControl Podcast Conversations on control engineering, dynamics, and systems
AI Writing & Detection
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The Effectiveness of Software Designed to Detect AI-Generated Writing: A Comparison of 16 AI Text Detectors Open Information Science, 2023
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GPT Detectors Are Biased against Non-Native English Writers Patterns (Cell Press), 2023
Scientific Writing (Books)
AI Literacy (Books)
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지적 대화를 위한 AI 언어 수업: 생각을 확장하는 프롬프트의 기술 강수진 · 어웨이크(AWAKE), 2026
Semantic Web & Knowledge Graphs (Books)
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온톨로지 과학자를 위한 지식그래프 Dean Allemang, James Hendler, Fabien Gandon 저 · 김학래 역 · 한빛아카데미, 2021