Pith Number

pith:CPEH74C2

pith:2020:CPEH74C2M7GZ2VXIYCCIYB25UH

not attested not anchored not stored refs pending

High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks

Amin Kiaghadi (1), Austin, Clint N. Dawson (1) ((1) Oden Institute for Computational Engineering, Sciences, The University of Texas at Austin, TX), Wei Li (1)

arxiv:2002.02568 v2 · 2020-02-07 · eess.SP · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CPEH74C2M7GZ2VXIYCCIYB25UH}

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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.

Receipt and verification

First computed	2026-07-05T01:09:41.084978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13c87ff05a67cd9d56e8c0848c075da1f862d292f6fbe843b483b8e0ffa6aa19

Aliases

arxiv: 2002.02568 · arxiv_version: 2002.02568v2 · doi: 10.48550/arxiv.2002.02568 · pith_short_12: CPEH74C2M7GZ · pith_short_16: CPEH74C2M7GZ2VXI · pith_short_8: CPEH74C2

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/CPEH74C2M7GZ2VXIYCCIYB25UH \
  | 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: 13c87ff05a67cd9d56e8c0848c075da1f862d292f6fbe843b483b8e0ffa6aa19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e0c29688c228b4ec1d7506cd421c5e4a848bd5dc599d3681763213c618fb9b1",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-02-07T00:38:03Z",
    "title_canon_sha256": "9646cb084a1c41af14dc1b79d8093ebd9bbda9d302be049f698b72cdad9c54bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02568",
    "kind": "arxiv",
    "version": 2
  }
}