Pith Number

pith:NVGLC66Y

pith:2024:NVGLC66Y5IGG3CYFXMJYSJKID3

not attested not anchored not stored refs pending

Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning

Dmitriy Morozov, Jialin Song, Michael W. Mahoney, Pu Ren, Shashank Subramanian, Wuyang Chen

arxiv:2402.15734 v4 · 2024-02-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NVGLC66Y5IGG3CYFXMJYSJKID3}

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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

1 paper in Pith

A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions

Receipt and verification

First computed	2026-07-05T11:13:07.657776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d4cb17bd8ea0c6d8b05bb138925481ede9e830f2694bc7005bbede6d4ca3a08

Aliases

arxiv: 2402.15734 · arxiv_version: 2402.15734v4 · doi: 10.48550/arxiv.2402.15734 · pith_short_12: NVGLC66Y5IGG · pith_short_16: NVGLC66Y5IGG3CYF · pith_short_8: NVGLC66Y

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/NVGLC66Y5IGG3CYFXMJYSJKID3 \
  | 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: 6d4cb17bd8ea0c6d8b05bb138925481ede9e830f2694bc7005bbede6d4ca3a08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e2b5e51b6133aef8553ccb2558b742911cec3caa8293016ff220105482c9d3d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-24T06:27:33Z",
    "title_canon_sha256": "b81612359fd33ff31aa4d7007c55867000bce51580c846985dea72f7ae17b6bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15734",
    "kind": "arxiv",
    "version": 4
  }
}