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AtomRearch

AtomRearch 🔋

Battery materials · Data-driven electrochemistry · AI for energy storage

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Open-source Projects

🛠️ neware-batch-export
Batch-export Neware .ndax files to full 8-sheet .xlsx — solves the data truncation problem in BTS built-in batch export. Designed for building ML-ready battery datasets at scale.

🎨 AtomSketch
Publication-quality matplotlib styling for battery research figures. One file, drop it into Claude / Cursor / Copilot — every plot comes out Nature/Science ready.

📝 AtomPub
A journal-styled academic writing platform for op-eds, method write-ups, reading notes, and data notes. Permanent URLs, citable IDs, open contributions.

🧠 AtomBrief
Personal information metabolism: RSS capture → keyword hard-filter → AI distillation into knowledge atoms → auto-built weekly report site. What you missed is what you didn't need.

🗂️ AtomGrid
Rosetta v0.1 — a machine-readable JSON Schema for Li–Cu half-cell cycling data, with browser validator. Battery data standardization as infrastructure.


Project Timeline

gantt
    title Atom Matrix — Public Project Timeline (2026)
    dateFormat YYYY-MM-DD
    axisFormat %b %d

    section Information Flow
    AtomFeed — literature tracking engine        :active, feed, 2026-04-29, 2026-06-05
    AtomBrief v1.0 — personal info metabolism    :milestone, brief, 2026-07-13, 0d

    section Data Standards
    AtomGrid — Rosetta v0.1 (HC Li-Cu schema)    :done, grid, 2026-05-06, 2026-05-14

    section Publishing
    AtomPub — journal-styled platform            :active, pub, 2026-05-06, 2026-07-13
    Password-protected posts shipped             :milestone, prot, 2026-07-13, 0d

    section Instrument Tools
    neware-batch-export — ndax to xlsx           :done, neware, 2026-06-04, 2026-06-11

    section Incubating
    AtomSim / AtomRender / AtomSilo / AtomFlow / AtomShield :incub, 2026-05-06, 2026-07-13
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Bars span first commit → latest push. Incubating repos hold roadmap READMEs; code lands after internal validation. AtomFeed lives on the founder's account with its product page.


Research Focus

  • Lithium metal anodes · solid-state electrolytes
  • High-entropy electrode materials
  • ...

battery electrochemistry energy-storage lithium-anode solid-state-electrolyte high-entropy machine-learning data-science matplotlib open-science

Popular repositories Loading

  1. AtomGrid AtomGrid Public

    Python

  2. AtomSim AtomSim Public

  3. AtomRender AtomRender Public

  4. AtomShield AtomShield Public

  5. AtomFlow AtomFlow Public

  6. AtomSilo AtomSilo Public

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