Pith Number

pith:5C255ARF

pith:2023:5C255ARF6DD55KQ5OMKNTX4CYB

not attested not anchored not stored refs pending

A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data

Jingyi Liu, Lina Yu, Linjun Sun, Meilan Hao, Min Wu, Shu Wei, Weijun Li, Wenqiang Li, Yanjie Li, Yusong Deng

arxiv:2309.13705 v2 · 2023-09-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5C255ARF6DD55KQ5OMKNTX4CYB}

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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

GESR: A Genetic Programming-Based Symbolic Regression Method with Gene Editing

Receipt and verification

First computed	2026-07-05T08:25:50.034706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8b5de8225f0c7deaa1d7314d9df82c06ad9c5550565657d9ab19b5d838a28fa

Aliases

arxiv: 2309.13705 · arxiv_version: 2309.13705v2 · doi: 10.48550/arxiv.2309.13705 · pith_short_12: 5C255ARF6DD5 · pith_short_16: 5C255ARF6DD55KQ5 · pith_short_8: 5C255ARF

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/5C255ARF6DD55KQ5OMKNTX4CYB \
  | 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: e8b5de8225f0c7deaa1d7314d9df82c06ad9c5550565657d9ab19b5d838a28fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b60f838f2d37baec6153be045333360ce43474dfe6c409e69d7c5ff9f6e3fdd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-24T17:37:45Z",
    "title_canon_sha256": "db5fbb250a03f58593668071255362c5fb7fde785ab6f9f4304ce4915a296401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13705",
    "kind": "arxiv",
    "version": 2
  }
}