Pith Number

pith:52HVQWVV

pith:2023:52HVQWVVW5XUHMCQ3RCS4YSME2

not attested not anchored not stored refs pending

GNOT: A General Neural Operator Transformer for Operator Learning

Chengyang Ying, Hang Su, Jian Song, Jun Zhu, Songming Liu, Yinpeng Dong, Ze Cheng, Zhengyi Wang, Zhongkai Hao

arxiv:2302.14376 v3 · 2023-02-28 · cs.LG · cs.NA · math.NA · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52HVQWVVW5XUHMCQ3RCS4YSME2}

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

2 papers in Pith

Di-BiLPS: Denoising induced Bidirectional Latent-PDE-Solver under Sparse Observations

M$^3$: Reframing Training Measures for Discretized Physical Simulations

Receipt and verification

First computed	2026-07-05T06:20:41.230655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee8f585ab5b76f43b050dc452e624c269f9c31480d6ba76cbce2deeeeb01cbd7

Aliases

arxiv: 2302.14376 · arxiv_version: 2302.14376v3 · doi: 10.48550/arxiv.2302.14376 · pith_short_12: 52HVQWVVW5XU · pith_short_16: 52HVQWVVW5XUHMCQ · pith_short_8: 52HVQWVV

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/52HVQWVVW5XUHMCQ3RCS4YSME2 \
  | 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: ee8f585ab5b76f43b050dc452e624c269f9c31480d6ba76cbce2deeeeb01cbd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d49a8b6629a079456201035650d1e15034a9664e6ef73fbdf4148499b034a4a2",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-28T07:58:49Z",
    "title_canon_sha256": "bcf1e3c29b499004c153c80caf8f130574de636716702ea73b3c62faa37afc75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14376",
    "kind": "arxiv",
    "version": 3
  }
}