Pith Number

pith:6OF3X4N6

pith:2025:6OF3X4N66FIJVG62VKY6VRDSAR

not attested not anchored not stored refs pending

Deep Generative Learning of Magnetic Frustration in Artificial Spin Ice from Magnetic Force Microscopy Images

Andrew Crandall Jones, Arnab Neogi, Ezra Bussmann, Jian-Xin Zhu, Prasad P Iyer, Sergei Tretiak, Suryakant Mishra, Tzu-Ming Lu

arxiv:2507.17726 v1 · 2025-07-23 · cond-mat.dis-nn · 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{6OF3X4N66FIJVG62VKY6VRDSAR}

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	2026-06-09T02:07:05.965431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f38bbbf1bef1509a9bdaaab1eac4720451e48b8ad844803827499a9a12b7e730

Aliases

arxiv: 2507.17726 · arxiv_version: 2507.17726v1 · doi: 10.48550/arxiv.2507.17726 · pith_short_12: 6OF3X4N66FIJ · pith_short_16: 6OF3X4N66FIJVG62 · pith_short_8: 6OF3X4N6

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/6OF3X4N66FIJVG62VKY6VRDSAR \
  | 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: f38bbbf1bef1509a9bdaaab1eac4720451e48b8ad844803827499a9a12b7e730

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "929e812a9670c681b1643f4ae6b2e66c3fe86039233d4fe116c418469d75b35c",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2025-07-23T17:40:39Z",
    "title_canon_sha256": "c064cf400fbbb522a63a93383309e340dd8e2c384d35b4bd3668ee753d95ea72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17726",
    "kind": "arxiv",
    "version": 1
  }
}