Pith Number

pith:NQR7YMOW

pith:2024:NQR7YMOWQZNJ3TXOWZDTBMBDMB

not attested not anchored not stored refs pending

Stochastic weight matrix dynamics during learning and Dyson Brownian motion

Biagio Lucini, Chanju Park, Gert Aarts

arxiv:2407.16427 v2 · 2024-07-23 · cond-mat.dis-nn · cs.LG · hep-lat

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NQR7YMOWQZNJ3TXOWZDTBMBDMB}

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.

Cited by

1 paper in Pith

Spectral phase transitions and trainability in neural network learning dynamics

Receipt and verification

First computed	2026-07-05T09:58:59.094994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c23fc31d6865a9dceeeb64730b0236072e771336c4c0bb964b4f1142f3d807e

Aliases

arxiv: 2407.16427 · arxiv_version: 2407.16427v2 · doi: 10.48550/arxiv.2407.16427 · pith_short_12: NQR7YMOWQZNJ · pith_short_16: NQR7YMOWQZNJ3TXO · pith_short_8: NQR7YMOW

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/NQR7YMOWQZNJ3TXOWZDTBMBDMB \
  | 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: 6c23fc31d6865a9dceeeb64730b0236072e771336c4c0bb964b4f1142f3d807e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e1c65765b8a2b5375c80f87326be420b18ba4c1d60d2379d62612fbdb27b7a6",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-lat"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2024-07-23T12:25:50Z",
    "title_canon_sha256": "b26dbfcd507d2789da80ae4c054ce36e61f85c0ed0fd504717400ffc917f0945"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16427",
    "kind": "arxiv",
    "version": 2
  }
}