Pith Number

pith:UP6VYLYU

pith:2024:UP6VYLYUENAYSQGNZBU7U4H2VR

not attested not anchored not stored refs pending

Machine Learning LSST 3x2pt analyses -- forecasting the impact of systematics on cosmological constraints using neural networks

Elisabeth Krause, Elyas Farah, Jay Motka, Paul Rogozenski, Supranta S. Boruah, The LSST Dark Energy Science Collaboration, Tim Eifler, Vivian Miranda, Xiao Fang

arxiv:2403.11797 v1 · 2024-03-18 · astro-ph.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{UP6VYLYUENAYSQGNZBU7U4H2VR}

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

Effort: a fast and differentiable emulator for the Effective Field Theory of the Large Scale Structure of the Universe

Receipt and verification

First computed	2026-07-05T07:57:31.635884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3fd5c2f1423418940cdc869fa70faac718b853dc4a091df982c94b61140f806

Aliases

arxiv: 2403.11797 · arxiv_version: 2403.11797v1 · doi: 10.48550/arxiv.2403.11797 · pith_short_12: UP6VYLYUENAY · pith_short_16: UP6VYLYUENAYSQGN · pith_short_8: UP6VYLYU

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/UP6VYLYUENAYSQGNZBU7U4H2VR \
  | 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: a3fd5c2f1423418940cdc869fa70faac718b853dc4a091df982c94b61140f806

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7c94e13301f9d6000f31b82d8ea02073a3b424e44aa555f23cfd8c9aeb1aca2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2024-03-18T13:54:07Z",
    "title_canon_sha256": "061bdd0df8cad5c794765f129752f1636ca6ae502472ce9ac297ec3bf36e7230"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11797",
    "kind": "arxiv",
    "version": 1
  }
}