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Galaxy-Dawn/README.md

Hi, I'm Gaorui Zhang

I'm a PhD student at Zhejiang University working on neural decoding, scientific tooling, and reliable AI systems for research.

What I work on

  • Neural decoding: EEG / sEEG, speech-related brain signals, cross-subject modeling, and brain signal understanding
  • Scientific tooling: open-source tools for publication-ready figures, tables, and research workflows
  • AI for research: semi-automated systems for literature review, project memory, and scientific assistance

Selected Research and Tools

These projects reflect my two main directions: neural decoding research and tools for reproducible, publication-oriented scientific workflows.

Research

Unified brain-to-text decoding across both speech production and perception, with one reproducible workflow spanning preprocessing, channel analysis, decoder training, LLM-based reconstruction, and post-hoc analysis.

A neural decoding framework built through systematic architectural optimization, backed by 5,000+ experiments across modalities, signal types, and decoding tasks rather than isolated architecture tweaks.

Tooling

A semi-automated research assistant for literature review, coding, experiments, writing, and project memory, designed to keep human decision-making at the center instead of pretending to be a fully autonomous scientist.

pubfig · PyPI · Repo · Stars Forks

A Python library for publication-style scientific figures, focused on the last mile of paper figures: paper-ready defaults, clean export, and panel-first Figma assembly for multi-panel composition.

pubtab · PyPI · Repo · Stars Forks

A tool for bidirectional Excel↔LaTeX table conversion with stable roundtrip behavior, style preservation, and preview support, built for real paper workflows instead of one-shot export.

Current interests

  • Cross-subject neural decoding
  • Brain-to-text decoding
  • Reliable agent systems for scientific research
  • Reproducible and maintainable research software

Links

Pinned Loading

  1. claude-scholar claude-scholar Public

    Semi-automated research assistant for academic research and software development. Supports Claude Code, OpenCode, and Codex CLI across ideation, coding, experiments, writing, and publication.

    Python 3.4k 310

  2. NeuroSketch NeuroSketch Public

    Code for "NeuroSketch: An Effective Framework for Neural Decoding via Systematic Architectural Optimization".

    Shell 15 3

  3. pubfig pubfig Public

    Publication-style scientific plotting for papers: common plot families, clean exports, and panel-first Figma assembly.

    Python 61 11

  4. pubtab pubtab Public

    Bidirectional Excel↔LaTeX table converter with style-preserving roundtrip, multi-sheet support, and PNG/PDF preview.

    Python 198 15

  5. academic-homepage-templates academic-homepage-templates Public

    A collection of beautiful, responsive academic homepage templates for researchers and PhD students

    CSS 42 17

  6. zotero-mcp zotero-mcp Public

    Forked from 54yyyu/zotero-mcp

    Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

    Python 25 3