Pith Number

pith:HEEVJ25L

pith:2024:HEEVJ25LCZJLSYOQQP2L6RDWWN

not attested not anchored not stored refs pending

Hybrid summary statistics: neural weak lensing inference beyond the power spectrum

Alan Heavens, Axel Lapel, Benjamin D. Wandelt, Natalia Porqueres, T. Lucas Makinen, Tom Charnock

arxiv:2407.18909 v1 · 2024-07-26 · astro-ph.CO · cs.LG · physics.comp-ph · stat.ML · stat.OT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HEEVJ25LCZJLSYOQQP2L6RDWWN}

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

JERALD: high-fidelity dark matter, stellar mass and neutral hydrogen maps from fast N-body simulations

Receipt and verification

First computed	2026-07-05T10:52:55.244070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

390954ebab1652b961d083f4bf4476b37214271474e221c42230fb6ffcc3fe69

Aliases

arxiv: 2407.18909 · arxiv_version: 2407.18909v1 · doi: 10.48550/arxiv.2407.18909 · pith_short_12: HEEVJ25LCZJL · pith_short_16: HEEVJ25LCZJLSYOQ · pith_short_8: HEEVJ25L

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/HEEVJ25LCZJLSYOQQP2L6RDWWN \
  | 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: 390954ebab1652b961d083f4bf4476b37214271474e221c42230fb6ffcc3fe69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f59cbd86278879a1b4d7c794aa6aa3e4c5f827d63576f3413c86343d9faa44c",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph",
      "stat.ML",
      "stat.OT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2024-07-26T17:59:26Z",
    "title_canon_sha256": "692dd48e39e878c160b15090a24716af4e1bf682fe1ac8b4c23dfe0307375dff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18909",
    "kind": "arxiv",
    "version": 1
  }
}