AdaWorld latent actions
A short note on action-aware pretraining as a reusable control interface for adaptable world models.
流匹配与扩散模型导论
MIT 6.S184 课程讲义的中文翻译与双语对照版本，系统介绍 flow matching、扩散模型、score matching、guidance、latent diffusion 和离散扩散语言模型。
什么是世界模型
从 Ha 与 Schmidhuber 的 V-M-C 架构，到 Genie、V-JEPA、PAN 和 NVIDIA 的物理 AI 视角，梳理世界模型的定义、公式、路线和边界。
图解 AlphaFold
一篇 AlphaFold3 架构的中文可视化导览，梳理输入准备、表征学习、结构预测与置信度评估等模块。
MAY 2026
Scientific figure pipeline
A workflow for turning papers, diagrams, and code outputs into publication-grade figures while preserving source traceability.
NOVEMBER 2025
Molecular visualization stack
A practical stack for producing protein structure imagery and annotated scientific visuals from local data and public repositories.
JANUARY 2025
A Variational Perspective on Generative Protein Fitness Optimization
Notes on fitness optimization, generative modeling, and how optimization objectives shape sequence search.
Controllable Protein Sequence Generation with LLM Preference Optimization
Reading and implementation notes around controllable generation, preference signals, and protein sequence design.
Genome modeling and design across all domains of life with Evo 2
A running note on large biological sequence models and their implications for design workflows.