Pith Number

pith:MMDHYHN7

pith:2019:MMDHYHN7KYZTJ7WR7DNL5WTOOC

not attested not anchored not stored refs pending

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing

J.S. Wettlaufer, Ludovico Theo Giorgini, Soon Hoe Lim, Woosok Moon

arxiv:1908.03771 v5 · 2019-08-10 · physics.comp-ph · math.DS · 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{MMDHYHN7KYZTJ7WR7DNL5WTOOC}

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	2026-07-05T01:58:39.432691Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63067c1dbf563334fed1f8dabeda6e70861b487b5b94ad9109ef2a034051f55f

Aliases

arxiv: 1908.03771 · arxiv_version: 1908.03771v5 · doi: 10.48550/arxiv.1908.03771 · pith_short_12: MMDHYHN7KYZT · pith_short_16: MMDHYHN7KYZTJ7WR · pith_short_8: MMDHYHN7

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/MMDHYHN7KYZTJ7WR7DNL5WTOOC \
  | 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: 63067c1dbf563334fed1f8dabeda6e70861b487b5b94ad9109ef2a034051f55f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f162d5e19df5ddf242d7c640b850479f516069a6fe08b2bb7c6dbef7d853328e",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2019-08-10T15:02:43Z",
    "title_canon_sha256": "33fd0b84bad2dab83a255a410141294d565882e61e94a43b048f8a34bdeae7df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.03771",
    "kind": "arxiv",
    "version": 5
  }
}