Pith Number

pith:W2NSMT6Y

pith:2024:W2NSMT6YERZXNGEDPSKX3A2LJW

not attested not anchored not stored refs pending

Model-free learning of probability flows: Elucidating the nonequilibrium dynamics of flocking

Eric Vanden-Eijnden, Nicholas M. Boffi

arxiv:2411.14317 v1 · 2024-11-21 · cond-mat.stat-mech · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W2NSMT6YERZXNGEDPSKX3A2LJW}

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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

Localizing entropy production along non-equilibrium trajectories

Receipt and verification

First computed	2026-07-05T09:38:45.153800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b69b264fd824737698837c957d834b4dbe723217b450917433b6bc626aaf0f17

Aliases

arxiv: 2411.14317 · arxiv_version: 2411.14317v1 · doi: 10.48550/arxiv.2411.14317 · pith_short_12: W2NSMT6YERZX · pith_short_16: W2NSMT6YERZXNGED · pith_short_8: W2NSMT6Y

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/W2NSMT6YERZXNGEDPSKX3A2LJW \
  | 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: b69b264fd824737698837c957d834b4dbe723217b450917433b6bc626aaf0f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82aa2c0c5f3fe565afa4b4c9ceb7ec7e84acd1eb5342aa2bb535fc6206856eab",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2024-11-21T17:08:06Z",
    "title_canon_sha256": "d7d80803fd0b5420be83f699ac4708decf14b3339bfee629f8264d472f898798"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14317",
    "kind": "arxiv",
    "version": 1
  }
}