AspirinCode/papers-for-molecular-design-using-DL

• highreadme#1

  Clarify the repository's nature as a paper list in the README's opening

  原因：

  当前

  related to **Generative AI** and **Deep Learning** for **molecular/drug design** and **molecular conformation generation**.

  复制粘贴的修复

  复制

  This repository provides a curated and actively updated list of research papers focused on **Generative AI** and **Deep Learning** for **molecular/drug design** and **molecular conformation generation**.

  待办完成忽略
• mediumhomepage#2

  Add a homepage URL to the repository's About section

  原因：

  复制粘贴的修复

  复制

  Add a relevant URL to the "Homepage" field in the repository's "About" section. For example, `https://github.com/AspirinCode/papers-for-molecular-design-using-DL` or a dedicated project page if one exists.

  待办完成忽略
• lowreadme#3

  Remove informal and unclear statements from the README

  原因：

  当前

  Updating ...
  
  ## Molecular Optimization
  Molecular Optimization will welcome ！！！

  复制粘贴的修复

  复制

  Remove "Updating ..." and "Molecular Optimization will welcome ！！！".

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to apply deep generative models for novel drug discovery and molecular design?

  你：未被推荐
  AI 推荐顺序：

  1. AlphaFold2/AlphaFold3
  2. MolGAN
  3. REINVENT
  4. Junction Tree VAE (JT-VAE)
  5. GCPN
  6. FEP+
  7. Ligand Designer
  8. GPT-3/GPT-4

  AI 推荐了 8 个替代方案，却始终没点名 AspirinCode/papers-for-molecular-design-using-DL。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking research papers on generative AI methods for material science and compound synthesis.

  你：未被推荐
  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of AspirinCode/papers-for-molecular-design-using-DL?

  pass
  ⚠AI 未点名 AspirinCode/papers-for-molecular-design-using-DL —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts AspirinCode/papers-for-molecular-design-using-DL in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 AspirinCode/papers-for-molecular-design-using-DL

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo AspirinCode/papers-for-molecular-design-using-DL solve, and who is the primary audience?

  pass
  ⚠AI 未点名 AspirinCode/papers-for-molecular-design-using-DL —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？