Pith Number

pith:FQUXL565

pith:2024:FQUXL565WRDRGTLLDVGWWV4JUF

not attested not anchored not stored refs pending

Ensemble learning for uncertainty estimation with application to the correction of satellite precipitation products

Anastasios Doulamis, Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis

arxiv:2403.10567 v3 · 2024-03-14 · cs.LG · stat.ME

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\usepackage{pith}
\pithnumber{FQUXL565WRDRGTLLDVGWWV4JUF}

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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

Quantile deep learning models for multi-step ahead time series prediction

Receipt and verification

First computed	2026-07-05T11:47:11.308174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c2975f7ddb447134d6b1d4d6b5789a17cf07f5eee2c49e38e721f505938a8ee

Aliases

arxiv: 2403.10567 · arxiv_version: 2403.10567v3 · doi: 10.48550/arxiv.2403.10567 · pith_short_12: FQUXL565WRDR · pith_short_16: FQUXL565WRDRGTLL · pith_short_8: FQUXL565

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/FQUXL565WRDRGTLLDVGWWV4JUF \
  | 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: 2c2975f7ddb447134d6b1d4d6b5789a17cf07f5eee2c49e38e721f505938a8ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8605be8c6f12e8b03523d762e703bf5f1b3f4a1f3c97e4d28ce2561006bcabaa",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T17:45:56Z",
    "title_canon_sha256": "25c944e3065e08439344a34b373edd3ae64e7f616c20007f171a5447ec49674b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10567",
    "kind": "arxiv",
    "version": 3
  }
}