Pith Number

pith:FPIF6T4T

pith:2023:FPIF6T4TD3TVAY5B37OXWKGWRG

not attested not anchored not stored refs pending

Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows

2), (2) Ecole Polytechnique, 3), (3) University of Southampton, (4) Kavli Institute for Astrophysics, Carolina Cuesta-Lazaro (1), Cecilia Garraffo (1), Douglas P. Finkbeiner (1), Ethan Tregidga (1, Iouli E. Gordon (1), Javier Via\~na (4), Jeremy J. Drake (1), Mayeul Aubin (1, Mercedes L\'opez-Morales (1), Phillip Cargile (1) ( (1) Center for Astrophysics | Harvard & Smithsonian, Robert J. Hargreaves (1), Space Research | Massachusetts Institute of Technology), Vladimir Yu. Makhnev (1)

arxiv:2309.09337 v1 · 2023-09-17 · astro-ph.EP · astro-ph.IM · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPIF6T4TD3TVAY5B37OXWKGWRG}

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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

Magnetic field strengths of hot giant exoplanets consistent with Solar System values

Receipt and verification

First computed	2026-07-05T06:51:37.496434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bd05f4f931ee75063a1dfdd7b28d6899e2123b3600de9400f3833f7f559ed28

Aliases

arxiv: 2309.09337 · arxiv_version: 2309.09337v1 · doi: 10.48550/arxiv.2309.09337 · pith_short_12: FPIF6T4TD3TV · pith_short_16: FPIF6T4TD3TVAY5B · pith_short_8: FPIF6T4T

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/FPIF6T4TD3TVAY5B37OXWKGWRG \
  | 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: 2bd05f4f931ee75063a1dfdd7b28d6899e2123b3600de9400f3833f7f559ed28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d39bf081d56818390baa169cfba4a745265ec416bcaf8eeaccd29c63cbd783d",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.EP",
    "submitted_at": "2023-09-17T17:59:59Z",
    "title_canon_sha256": "4adbd8cfe945ecac10733c32c1ae15f11fd297f2213b136fbdea1d4f46d5ae91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09337",
    "kind": "arxiv",
    "version": 1
  }
}