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iphysresearch/README.md
He Wang - Machine Learning x Gravitational Waves

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👋 About Me

Research Associate at ICTP-AP (UCAS) and ITP-CAS, Ph.D. from BNU. I work on gravitational-wave data analysis and machine learning.

🔬 Research Interests

  • Machine Learning for Gravitational-Wave Astronomy
  • Deep Learning Applications in Astrophysics
  • Signal Processing and Data Analysis
  • Open-Source Scientific Software Development
GitHub streak

🛠️ Tech Stack

Languages & Frameworks Python PyTorch JAX TensorFlow NumPy SciPy Pandas scikit-learn Jupyter LaTeX Lean 4
AI / LLM Hugging Face Ray OpenAI OpenAI Codex Claude Google Gemini DeepSeek
Tools Git Docker Linux VS Code Cursor

📫 Connect with Me

Blog X (Twitter) Email

⚡ Recent Activity

  1. 🎉 Merged PR #3 in iphysresearch/iphysresearch
  2. 💪 Opened PR #3 in iphysresearch/iphysresearch
  3. 🎉 Merged PR #2 in iphysresearch/iphysresearch

⚡ Latest blog posts

⚡ Projects

  • DataSciComp 1676⭐, 295 forks (A collection of popular Data Science Challenges/Competitions...) (archived)
  • TOP250movie_douban 1029⭐, 199 forks (TOP250豆瓣电影短评:Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型)
  • GWData-Bootcamp 144⭐, 171 forks (Gravitational Wave Data Exploration: A Practical Training in...)
  • CQT_toolbox_python 39⭐, 5 forks (Constant-Q Transform Toolbox for Python/MATLAB)
  • S_Dbw_validity_index 20⭐, 8 forks (S_Dbw validity index)
  • evo-mcts 15⭐, 0 forks (Official implementation of "Automated Algorithmic Discovery...)
  • PhDthesis_html 14⭐, 9 forks (My PhD Thesis (HTML))
  • 2023gwml4tianqin 10⭐, 2 forks (Summer School on GW+ML - TianQin)
  • Survey4GWML 8⭐, 3 forks (A survey on gravitational waves researches using machine lea...)
  • Docker_cadabra2 6⭐, 0 forks (Docker image for Cadabra2)
  • PSO_python_demo 5⭐, 2 forks (Demo script (Python) of particle swarm optimization (PSO) pa...)
  • gwai-monograph 5⭐, 0 forks (《引力波数据分析中的人工智能方法》在线开源版 — HTML + PDF + LaTeX 源码)
  • effFisher_demo 4⭐, 1 forks (Effective Fisher Information Matrix (demo))
  • gw150914-mcp-signal-search 4⭐, 1 forks (🌊 GW150914 MCP Signal Search: AI-powered gravitational wave...)
  • UCAS_ICTP_AP-cover_letter-template 4⭐, 1 forks (UCAS, ICTP-AP Cover Letter Template (国科大投稿信模板, 主要用作论文投稿/修改稿/...)
  • gw-arxiv-digest 3⭐, 0 forks (Automated gravitational wave arXiv digest system with daily...)
  • GW_PE_prior_sampling 3⭐, 0 forks (Sampling with Prior Knowledge for High-dimensional Gravitati...)
  • G-LNS 2⭐, 0 forks (Generative Large Neighborhood Search for LLM-Based Automatic...)
  • score-sde-reproduction 2⭐, 0 forks (Score-SDE reproduction with modern JAX/Flax. This repo adds...)
  • wanmen-pytorch-course-materials 2⭐, 0 forks (PyTorch Deep Learning course materials (slides & notebooks),...)
  • Hintz2026-formalization 1⭐, 0 forks (Lean 4 proof of the local equivalence between Kerr–Newman pe...)
  • TheGuardian_Scrapy 1⭐, 0 forks (Scrapy 框架爬取英文新闻站点: https://www.theguardian.com)

Pinned Loading

  1. DataSciComp DataSciComp Public archive

    A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.

    JavaScript 1.7k 295

  2. TOP250movie_douban TOP250movie_douban Public

    TOP250豆瓣电影短评:Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型

    Jupyter Notebook 1k 199

  3. GWData-Bootcamp GWData-Bootcamp Public

    Gravitational Wave Data Exploration: A Practical Training in Programming and Analysis

    HTML 144 171

  4. CQT_toolbox_python CQT_toolbox_python Public

    Constant-Q Transform Toolbox for Python/MATLAB

    M 39 5

  5. S_Dbw_validity_index S_Dbw_validity_index Public

    S_Dbw validity index

    Jupyter Notebook 20 8

  6. evo-mcts evo-mcts Public

    Official implementation of "Automated Algorithmic Discovery for Gravitational-Wave Detection Guided by LLM-Informed Evolutionary Monte Carlo Tree Search" (arXiv:2508.03661).

    Python 15