Pith Number

pith:JZMTVWYO

pith:2023:JZMTVWYOWQJIC54NC7AL63WZHG

not attested not anchored not stored refs pending

Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

A. Al-Najjar, Ayana Ghosh, Ben Blaiszik, Christina Doty, Debangshu Mukherjee, Joshua C. Agar, Kevin M. Roccapriore, Maxim A. Ziatdinov, Nageswara S. Rao, Sarah Akers, Sergei V. Kalinin, Steven R. Spurgeon

arxiv:2304.02048 v1 · 2023-04-04 · cond-mat.mtrl-sci · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JZMTVWYOWQJIC54NC7AL63WZHG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T07:10:46.934982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e593adb0eb41281778d17c0bf6ed93992537a3b2014278e07c1f9de7cad28db

Aliases

arxiv: 2304.02048 · arxiv_version: 2304.02048v1 · doi: 10.48550/arxiv.2304.02048 · pith_short_12: JZMTVWYOWQJI · pith_short_16: JZMTVWYOWQJIC54N · pith_short_8: JZMTVWYO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JZMTVWYOWQJIC54NC7AL63WZHG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4e593adb0eb41281778d17c0bf6ed93992537a3b2014278e07c1f9de7cad28db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf6ae7d0a52d28547ecfe97fcfbb9605ac6e95740f62e004389922d2935f0cd2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-04-04T18:01:56Z",
    "title_canon_sha256": "33dbb9cdb6ff0d4adddd9a11160bc9cf8f194886fc8e499b0db07b44e350e76c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02048",
    "kind": "arxiv",
    "version": 1
  }
}