pith. sign in
Pith Number

pith:CWHMOFMW

pith:2025:CWHMOFMWVFU4T4WIGOOANOLLBG
not attested not anchored not stored refs pending

Fast Sampling of Cosmological Initial Conditions with Gaussian Neural Posterior Estimation

Christoph Weniger, Florian List, Guillermo Franco Abell\'an, Noemi Anau Montel, Oleg Savchenko

arxiv:2502.03139 v1 · 2025-02-05 · astro-ph.CO · astro-ph.IM · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CWHMOFMWVFU4T4WIGOOANOLLBG}

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.
Receipt and verification
First computed 2026-06-03T14:05:45.328371Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

158ec71596a969c9f2c8339c06b96b09b3cb1893be7c0687eff74547ec3c24e5

Aliases

arxiv: 2502.03139 · arxiv_version: 2502.03139v1 · doi: 10.48550/arxiv.2502.03139 · pith_short_12: CWHMOFMWVFU4 · pith_short_16: CWHMOFMWVFU4T4WI · pith_short_8: CWHMOFMW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CWHMOFMWVFU4T4WIGOOANOLLBG \
  | 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: 158ec71596a969c9f2c8339c06b96b09b3cb1893be7c0687eff74547ec3c24e5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c88ca1c4cf47608d6f194aec22e5ac6fad23fe6fc66bfd9e1b279eb1d161f450",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2025-02-05T13:02:14Z",
    "title_canon_sha256": "2b3b05dd2aad839ff2b6e83b85c9410c39cae59ac85f6d9a0305e2044ddde63d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03139",
    "kind": "arxiv",
    "version": 1
  }
}