Pith Number

pith:GCPOCKN2

pith:2025:GCPOCKN24FXGOOZYWKN5PMHXZZ

not attested not anchored not stored refs pending

Ultrasound Lung Aeration Map via Physics-Aware Neural Operators

Anima Anandkumar, Bahareh Tolooshams, Gianmarco Pinton, Jiayun Wang, Kamyar Azizzadenesheli, Masashi Sode, Oleksii Ostras, Zongyi Li

arxiv:2501.01157 v1 · 2025-01-02 · eess.IV · cs.LG · physics.med-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{GCPOCKN24FXGOOZYWKN5PMHXZZ}

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

Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning

Receipt and verification

First computed	2026-07-05T09:56:15.583563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

309ee129bae16e673b38b29bd7b0f7ce41334d6c1d3b7217efd126e10dd3f016

Aliases

arxiv: 2501.01157 · arxiv_version: 2501.01157v1 · doi: 10.48550/arxiv.2501.01157 · pith_short_12: GCPOCKN24FXG · pith_short_16: GCPOCKN24FXGOOZY · pith_short_8: GCPOCKN2

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/GCPOCKN24FXGOOZYWKN5PMHXZZ \
  | 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: 309ee129bae16e673b38b29bd7b0f7ce41334d6c1d3b7217efd126e10dd3f016

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4de679d18bf3c31dced9106bbb898d1640c7ea0f2edd68fa360233f0e2068984",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.med-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-01-02T09:24:34Z",
    "title_canon_sha256": "929eff4dda4f04fd0c2d4f65665a6d6796f864de43f1b1c9fce7f20c771f0591"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01157",
    "kind": "arxiv",
    "version": 1
  }
}