Pith Number

pith:DMZOQECM

pith:2018:DMZOQECMVXMFCUBZTHBS2BBZOG

not attested not anchored not stored refs pending

Non-Gaussian information from weak lensing data via deep learning

Arushi Gupta, Daniel Hsu, Jos\'e Manuel Zorrilla Matilla, Zolt\'an Haiman

arxiv:1802.01212 v3 · 2018-02-04 · astro-ph.CO · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DMZOQECMVXMFCUBZTHBS2BBZOG}

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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

3 papers in Pith

The first AKRA mass map reconstruction from HSC Y1 data

Machine-learning applications for weak-lensing cosmology

FAIR Universe Weak Lensing ML Uncertainty Challenge: Handling Uncertainties and Distribution Shifts for Precision Cosmology

Receipt and verification

First computed	2026-05-18T00:15:16.389973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b32e8104cadd851503999c32d043971be6d3130b78d7bf1ac61f56d9b2f0a71

Aliases

arxiv: 1802.01212 · arxiv_version: 1802.01212v3 · doi: 10.48550/arxiv.1802.01212 · pith_short_12: DMZOQECMVXMF · pith_short_16: DMZOQECMVXMFCUBZ · pith_short_8: DMZOQECM

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/DMZOQECMVXMFCUBZTHBS2BBZOG \
  | 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: 1b32e8104cadd851503999c32d043971be6d3130b78d7bf1ac61f56d9b2f0a71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e90fc64ac567e265a2eb3ffa1b9e5cb75656d7a65f6b85063832b1371cc03b",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2018-02-04T22:40:17Z",
    "title_canon_sha256": "13152df2b303cd84bdbed2835b065659967e84d04a3a79c49e4b34d422332f7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.01212",
    "kind": "arxiv",
    "version": 3
  }
}