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

Profile views GitHub followers Total stars

👋 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 #1 in iphysresearch/iphysresearch
  2. 💪 Opened PR #1 in iphysresearch/iphysresearch
  3. ❗ Opened issue #20 in iphysresearch/status

⚡ Latest blog posts

⚡ Projects

  • DataSciComp 1673⭐, 297 forks (A collection of popular Data Science Challenges/Competitions...) (archived)
  • TOP250movie_douban 1021⭐, 200 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 141⭐, 172 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)
  • PhDthesis_html 14⭐, 9 forks (My PhD Thesis (HTML))
  • evo-mcts 14⭐, 0 forks (Official implementation of "Automated Algorithmic Discovery...)
  • 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...)
  • 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
  • gwai-monograph 2⭐, 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)
  • wanmen-pytorch-course-materials 2⭐, 0 forks (PyTorch Deep Learning course materials (slides & notebooks),...)
  • score-sde-reproduction 1⭐, 0 forks (Score-SDE reproduction with modern JAX/Flax. This repo adds...)
  • 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 297

  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 200

  3. GWData-Bootcamp GWData-Bootcamp Public

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

    HTML 141 172

  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. PSO_python_demo PSO_python_demo Public

    Demo script (Python) of particle swarm optimization (PSO) partly translated from SDMBIGDAT19 (MATLAB).

    Jupyter Notebook 5 2