Pith Number

pith:DVCTUU5F

pith:2024:DVCTUU5FAFCZJGXACEALKCDFYJ

not attested not anchored not stored refs pending

Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products

Anastasios Doulamis, Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis

arxiv:2407.01623 v2 · 2024-06-29 · cs.LG · stat.AP · stat.ME · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVCTUU5FAFCZJGXACEALKCDFYJ}

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.

Receipt and verification

First computed	2026-07-05T09:57:20.813009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d453a53a50145949ae01100b50865c27bf43b08e633b84b976d0a79d1b024a9

Aliases

arxiv: 2407.01623 · arxiv_version: 2407.01623v2 · doi: 10.48550/arxiv.2407.01623 · pith_short_12: DVCTUU5FAFCZ · pith_short_16: DVCTUU5FAFCZJGXA · pith_short_8: DVCTUU5F

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/DVCTUU5FAFCZJGXACEALKCDFYJ \
  | 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: 1d453a53a50145949ae01100b50865c27bf43b08e633b84b976d0a79d1b024a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99baa10a2b60977628bd8be689f400681b6820f4488f832f5ee91dcc133aee7a",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-29T05:58:00Z",
    "title_canon_sha256": "a65785cea77c0fae4fd4610007d5955a73ee246bbcb1bfd0e2c30eb84187c0e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01623",
    "kind": "arxiv",
    "version": 2
  }
}