pith. sign in
Pith Number

pith:ZTIPWKXO

pith:2026:ZTIPWKXOT74JQFNA7YICQ62PIE
not attested not anchored not stored refs pending

Multiscale POD of Transformer Attention Fields: Scale-Selective Analysis via Morlet Scalogram

Athanasios Zeris

arxiv:2606.06573 v1 · 2026-06-04 · physics.flu-dyn · cs.CL · cs.LG · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZTIPWKXOT74JQFNA7YICQ62PIE}

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 2026-06-08T00:03:45.061198Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ccd0fb2aee9ff89815a0fe10287b4f411e7e43709e0ed8b20303e82110f72a95

Aliases

arxiv: 2606.06573 · arxiv_version: 2606.06573v1 · doi: 10.48550/arxiv.2606.06573 · pith_short_12: ZTIPWKXOT74J · pith_short_16: ZTIPWKXOT74JQFNA · pith_short_8: ZTIPWKXO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZTIPWKXOT74JQFNA7YICQ62PIE \
  | 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: ccd0fb2aee9ff89815a0fe10287b4f411e7e43709e0ed8b20303e82110f72a95
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "933c64a566655daf5ccbd650ef181474b1caaa096b1b9262be16bbe82af6e9bf",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2026-06-04T17:59:53Z",
    "title_canon_sha256": "ba615edf3b5f010c14bc5c7cd52ff6cff607da7206de7e0ec639aa135553d888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06573",
    "kind": "arxiv",
    "version": 1
  }
}