Xueyang Song
GitHub

Software layer

Local-first desktop tools connected to research evidence.

I'm designing Paper Pilot and AcademiaML around inspectable project files, local execution, and explicit approval for broader agent actions.

Material Atlas / Zn Interface System

Nodes connect research questions, evidence, and local-first tools.

Zn anode Research domain Electrolyte Research domain ALD coating Research domain ML models Software tool Desktop tools Software tool Dataset atlas Dataset/project

Zn anode

Interfacial stability, coating behavior, and lifespan signals.

Electrolyte

Water-in-salt formulations, solvents, windows, and conductivity.

ALD coating

Protective surface layers for battery interfaces.

Literature signals flow into project-scoped artifacts.
Local Traceable Approved
coming soon

Paper Pilot

I'm building Paper Pilot as a local-first Electron research assistant for crawling papers, organizing artifacts, and generating AI-backed scientific briefs.

Product page
Notebook context stays local before model guidance leaves the workspace.
Local Traceable Approved
coming soon

AcademiaML

I'm building AcademiaML as a notebook-first Electron desktop tool for researchers with tabular data who need help selecting and running ML workflows.

Product page