pith. sign in
Pith Number

pith:X2AXTYI3

pith:2023:X2AXTYI3WE6A32JZ2KDWHDVK6G
not attested not anchored not stored refs pending

Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling

Bernhard Sch\"olkopf, Daniel Angerhausen, Jonas Wildberger, Maximilian Dax, Sascha P. Quanz, Timothy D. Gebhard

arxiv:2312.08295 v1 · 2023-12-13 · astro-ph.IM · astro-ph.EP · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X2AXTYI3WE6A32JZ2KDWHDVK6G}

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 2026-07-05T07:23:51.625129Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

be8179e11bb13c0de939d287638eaaf1bfe4a2e54473a173d73680af8341d27e

Aliases

arxiv: 2312.08295 · arxiv_version: 2312.08295v1 · doi: 10.48550/arxiv.2312.08295 · pith_short_12: X2AXTYI3WE6A · pith_short_16: X2AXTYI3WE6A32JZ · pith_short_8: X2AXTYI3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X2AXTYI3WE6A32JZ2KDWHDVK6G \
  | 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: be8179e11bb13c0de939d287638eaaf1bfe4a2e54473a173d73680af8341d27e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9901333f39be3bafcea9ac50602d85cee6a417b5839285ba35acc1644f36da22",
    "cross_cats_sorted": [
      "astro-ph.EP",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2023-12-13T17:12:03Z",
    "title_canon_sha256": "29c2fc4d6f1b7d15c56739b56891bcb7820fceb12730ee0028f6b0ce695803c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08295",
    "kind": "arxiv",
    "version": 1
  }
}