Pith Number

pith:4XAO2MJ4

pith:2022:4XAO2MJ4NNKOGFZX7TOEITNT5R

not attested not anchored not stored refs pending

Deep Symbolic Regression for Recurrent Sequences

Fran\c{c}ois Charton, Guillaume Lample, Pierre-Alexandre Kamienny, St\'ephane d'Ascoli

arxiv:2201.04600 v2 · 2022-01-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4XAO2MJ4NNKOGFZX7TOEITNT5R}

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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

3 papers in Pith

In Context Learning and Reasoning for Symbolic Regression with Large Language Models

From Data to Theory: Autonomous Large Language Model Agents for Materials Science

Neuro-Symbolic ODE Discovery with Latent Grammar Flow

Receipt and verification

First computed	2026-07-05T04:35:41.749526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5c0ed313c6b54e31737fcdc444db3ec41b30c410cefca500b35cf105299f3b1

Aliases

arxiv: 2201.04600 · arxiv_version: 2201.04600v2 · doi: 10.48550/arxiv.2201.04600 · pith_short_12: 4XAO2MJ4NNKO · pith_short_16: 4XAO2MJ4NNKOGFZX · pith_short_8: 4XAO2MJ4

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/4XAO2MJ4NNKOGFZX7TOEITNT5R \
  | 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: e5c0ed313c6b54e31737fcdc444db3ec41b30c410cefca500b35cf105299f3b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec7e8c1368608c22fc7ca97f5b1845363f96f3f337e1f26766f44f5aa252286f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-12T17:53:50Z",
    "title_canon_sha256": "7cccdd301e67ed811046320e8bb6181f45933241c02d580bebd2d2ec2bcf6904"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.04600",
    "kind": "arxiv",
    "version": 2
  }
}