Pith Number

pith:XZYY4U33

pith:2018:XZYY4U33ZOGZBSAK5CJ54ZN2BY

not attested not anchored not stored refs pending

Machine learning for prediction of extreme statistics in modulation instability

Cyril Billet, Go\"ery Genty, John M. Dudley, Juha Toivonen, Lauri Salmela, Mikko N\"arhi

arxiv:1806.06121 v1 · 2018-05-28 · physics.comp-ph · cs.LG · physics.optics · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZYY4U33ZOGZBSAK5CJ54ZN2BY}

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	2026-05-18T00:13:03.595667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be718e537bcb8d90c80ae893de65ba0e0943501337a150fe59e3c9f4e7083c25

Aliases

arxiv: 1806.06121 · arxiv_version: 1806.06121v1 · doi: 10.48550/arxiv.1806.06121 · pith_short_12: XZYY4U33ZOGZ · pith_short_16: XZYY4U33ZOGZBSAK · pith_short_8: XZYY4U33

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/XZYY4U33ZOGZBSAK5CJ54ZN2BY \
  | 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: be718e537bcb8d90c80ae893de65ba0e0943501337a150fe59e3c9f4e7083c25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "def6b10c547f650d1308f1a64784338414f965882d6c1f671750058e429aa79f",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.optics",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2018-05-28T12:36:33Z",
    "title_canon_sha256": "a8469e8d72c23452f1229e1da04d734f1566a3d573272cd0aaab76b78ab0a35a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.06121",
    "kind": "arxiv",
    "version": 1
  }
}