Pith Number

pith:FWMJY4K3

pith:2025:FWMJY4K3NBFFR7MPNBABHXZNTR

not attested not anchored not stored refs pending

Equilibrium Propagation for Learning in Lagrangian Dynamical Systems

Serge Massar

arxiv:2505.07363 v3 · 2025-05-12 · nlin.CD · cs.LG · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWMJY4K3NBFFR7MPNBABHXZNTR}

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

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

Receipt and verification

First computed	2026-07-05T11:39:11.439442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d989c715b684a58fd8f684013df2d9c62d6022d0203a69085737ac9191ac1e2

Aliases

arxiv: 2505.07363 · arxiv_version: 2505.07363v3 · doi: 10.48550/arxiv.2505.07363 · pith_short_12: FWMJY4K3NBFF · pith_short_16: FWMJY4K3NBFFR7MP · pith_short_8: FWMJY4K3

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/FWMJY4K3NBFFR7MPNBABHXZNTR \
  | 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: 2d989c715b684a58fd8f684013df2d9c62d6022d0203a69085737ac9191ac1e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "029eb36cf1dece862fbe92c6c34cbf47d554d8cc7bf46efbc0c5495fb5b47b7c",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "nlin.CD",
    "submitted_at": "2025-05-12T08:59:17Z",
    "title_canon_sha256": "a2cbb601ea7fb3ef8ab33606fbaae32b162101839369297b244d38ae4c8c1af0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07363",
    "kind": "arxiv",
    "version": 3
  }
}