Pith Number

pith:MRJV5FHC

pith:2021:MRJV5FHCNAM4HSER4EAI6OH7PC

not attested not anchored not stored refs pending

Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network

Artur Safin, Damien Bouffard, Fernando Perez-Cruz, Firat Ozdemir, Jonas Sukys, Michael Stalder

arxiv:2109.13235 v1 · 2021-09-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MRJV5FHCNAM4HSER4EAI6OH7PC}

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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

HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction

Receipt and verification

First computed	2026-07-05T03:18:00.981079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64535e94e26819c3c891e1008f38ff78a336140d2ffd4e13e5a743352e694e61

Aliases

arxiv: 2109.13235 · arxiv_version: 2109.13235v1 · doi: 10.48550/arxiv.2109.13235 · pith_short_12: MRJV5FHCNAM4 · pith_short_16: MRJV5FHCNAM4HSER · pith_short_8: MRJV5FHC

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/MRJV5FHCNAM4HSER4EAI6OH7PC \
  | 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: 64535e94e26819c3c891e1008f38ff78a336140d2ffd4e13e5a743352e694e61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdd372418e05525a5c74b73d6df029536d1d18e3eb386546550697683638c9fd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-27T09:19:53Z",
    "title_canon_sha256": "0c448b696c0d341b79b7232837138f8dd94cb079886577ed0a9f4a9bf51ef7d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.13235",
    "kind": "arxiv",
    "version": 1
  }
}