Research guide · 科研不是玄学,是流程

Research without getting lost.

把分散的科研经验、工具与信息源整理成一张可执行的路线图:先学会搜索,再理解论文与会议生态,最后把想法写清楚、讲明白、做可复现。

适合科研新人快速建立方法框架,也适合有经验的研究者查找写作、画图、投稿、展示和 AIGC 辅助工具。

11research modules
80+curated links
ZH / ENbilingual resources
Use it:从一个问题出发,先搜源头,再找综述/代码/会议,最后沉淀到自己的笔记与模板。

A practical path

Use the page as a workflow, not a bookmark dump.

01 · Search

Turn your topic into precise English keywords; search source databases before reading reposts.

02 · Map

Use journal, conference, citation, and code resources to identify the field structure.

03 · Produce

Write, draw, cite, present, and maintain reproducible project materials.

Filter cards by keyword

Awesome lists

Start here: practical research guides, PhD advice, and method notes.

Marcos Oliveira 的 PhD 相关资源。

Research tools

Toolkits, tutorials, and library training materials for daily research work.

Paper with code

Find implementations, reproduce baselines, and trace papers back to working repositories.

大道至简:Google Scholar 限定词搜索:"key word" + "github.com"
CatalyzeX

Chrome 插件:AI Code Finder、Alerts、Ask Questions about Papers。

Journal

Databases, indexes, journal rankings, recommended lists, and field-level discovery tools.

学术搜索;可配合标签检索领域研究学者。

学者、论文与会议分析。

Connected Papers 平替。

Computer science bibliography。

期刊与基金查询。

Conference

Track CFPs, deadlines, acceptance rates, and conference quality signals.

Paper writing & figure drawing

Writing、LaTeX、画图、表格、参考文献与 PDF 工具。

公式识别为 LaTeX;另见 Document AI。

番茄工作法、四象限、GTD 待办工具。

Python 项目 requirements 文件自动生成工具。

Presentation

Prepare slides, posters, Beamer decks, speaker notes, and timed presentations.

适合双屏演示的 PDF presentation tool。

Courses

Self-study paths and course collections for CS and deep learning foundations.

AIGC

AIGC and LLM resources for research assistance and literature workflows.

Google AI 对话入口。

Field notes

Field notes on signal-to-noise, GitHub, research habits, and graduate-school survival.

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