Pith Number

pith:PBNXEMLP

pith:2024:PBNXEMLPGO3IEDPD7HDJ3QG3TJ

not attested not anchored not stored refs pending

Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction

Christoph J\"urgen Hemmer, Daniel Durstewitz, Manuel Brenner, Zahra Monfared

arxiv:2410.14240 v1 · 2024-10-18 · cs.LG · cs.AI · math.DS · nlin.CD · 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{PBNXEMLPGO3IEDPD7HDJ3QG3TJ}

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

Teacher Forcing as Generalized Bayes: Optimization Geometry Mismatch in Switching Surrogates for Chaotic Dynamics

Receipt and verification

First computed	2026-07-05T09:22:29.622998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

785b72316f33b6820de3f9c69dc0db9a536785c70c33991b21a5268f0b1316fb

Aliases

arxiv: 2410.14240 · arxiv_version: 2410.14240v1 · doi: 10.48550/arxiv.2410.14240 · pith_short_12: PBNXEMLPGO3I · pith_short_16: PBNXEMLPGO3IEDPD · pith_short_8: PBNXEMLP

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/PBNXEMLPGO3IEDPD7HDJ3QG3TJ \
  | 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: 785b72316f33b6820de3f9c69dc0db9a536785c70c33991b21a5268f0b1316fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8df7338a1ce9ea48e33ba4d1fe055fa4c9e5f423015c7066fd466f484ab4b57",
    "cross_cats_sorted": [
      "cs.AI",
      "math.DS",
      "nlin.CD",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T07:44:12Z",
    "title_canon_sha256": "d385add8d3d29fb7ec771f3585891970345dac62a29ce80956800e6378376cff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14240",
    "kind": "arxiv",
    "version": 1
  }
}