Pith Number

pith:QGXT4U6J

pith:2024:QGXT4U6J7BQ3C7LJDOVRW3QPQJ

not attested not anchored not stored refs pending

Stochastic full waveform inversion with deep generative prior for uncertainty quantification

Herv\'e Chauris, Nicolas Desassis, Yuke Xie

arxiv:2406.04859 v1 · 2024-06-07 · physics.geo-ph · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGXT4U6J7BQ3C7LJDOVRW3QPQJ}

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

Diffusion prior as a direct regularization term for FWI

Receipt and verification

First computed	2026-07-05T08:28:50.020251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81af3e53c9f861b17d691bab1b6e0f825c5942216062da77ba09d9ea4937da39

Aliases

arxiv: 2406.04859 · arxiv_version: 2406.04859v1 · doi: 10.48550/arxiv.2406.04859 · pith_short_12: QGXT4U6J7BQ3 · pith_short_16: QGXT4U6J7BQ3C7LJ · pith_short_8: QGXT4U6J

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/QGXT4U6J7BQ3C7LJDOVRW3QPQJ \
  | 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: 81af3e53c9f861b17d691bab1b6e0f825c5942216062da77ba09d9ea4937da39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5301f819480128d1f7ce67be65b0c3dbeb528482486c216e5f5fb926c036351",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.geo-ph",
    "submitted_at": "2024-06-07T11:44:50Z",
    "title_canon_sha256": "82f33d5f87a1a7b2e286e81f184841e60dc6ca724bec6cd8d91ecda08475cc54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04859",
    "kind": "arxiv",
    "version": 1
  }
}