Pith Number

pith:FSP23TEZ

pith:2024:FSP23TEZLAZKGAQU4LAMI2T5YV

not attested not anchored not stored refs pending

The Merit of River Network Topology for Neural Flood Forecasting

Nikolas Kirschstein, Yixuan Sun

arxiv:2405.19836 v1 · 2024-05-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FSP23TEZLAZKGAQU4LAMI2T5YV}

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.

Cited by

1 paper in Pith

Towards the efficacy of federated prediction for epidemics on networks

Receipt and verification

First computed	2026-07-05T10:56:33.123229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c9fadcc995832a30214e2c0c46a7dc56029a9238babeaceddcb79a9dac9024f

Aliases

arxiv: 2405.19836 · arxiv_version: 2405.19836v1 · doi: 10.48550/arxiv.2405.19836 · pith_short_12: FSP23TEZLAZK · pith_short_16: FSP23TEZLAZKGAQU · pith_short_8: FSP23TEZ

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/FSP23TEZLAZKGAQU4LAMI2T5YV \
  | 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: 2c9fadcc995832a30214e2c0c46a7dc56029a9238babeaceddcb79a9dac9024f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a748def0939c103ecdaf47bf6678b7291738d5fa35ffbd014fa59d1ee1a4947f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T08:45:45Z",
    "title_canon_sha256": "cd471eb2319611adb165d38ecfa406f535c5cb45cc611fecf8bc9bfb8f0e75d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19836",
    "kind": "arxiv",
    "version": 1
  }
}