Pith Number

pith:5ZIAQET3

pith:2024:5ZIAQET3KEB3H6L3DIL2OIWTLZ

not attested not anchored not stored refs pending

Learning Adaptive Hydrodynamic Models Using Neural ODEs in Complex Conditions

Aoming Liang, Cong Wang, Dixia Fan, Fei Han, Jens Kober, Xinyu Zeng, Zhibin Li

arxiv:2410.00490 v1 · 2024-10-01 · cs.RO · 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{5ZIAQET3KEB3H6L3DIL2OIWTLZ}

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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

2 papers in Pith

From inverse problems to neural operators: prediction, mechanism, and generalization of data-driven models

On the definition and importance of interpretability in scientific machine learning

Receipt and verification

First computed	2026-07-05T09:14:05.622421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee5008127b5103b3f97b1a17a722d35e7ed240c2bc3fcf86769a751a5bd53d87

Aliases

arxiv: 2410.00490 · arxiv_version: 2410.00490v1 · doi: 10.48550/arxiv.2410.00490 · pith_short_12: 5ZIAQET3KEB3 · pith_short_16: 5ZIAQET3KEB3H6L3 · pith_short_8: 5ZIAQET3

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/5ZIAQET3KEB3H6L3DIL2OIWTLZ \
  | 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: ee5008127b5103b3f97b1a17a722d35e7ed240c2bc3fcf86769a751a5bd53d87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fabb192cf20bcb51eeb486e8fe79a6a60bd1660abbd62153914d68b9b87d4270",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-10-01T08:18:36Z",
    "title_canon_sha256": "b912d46f124abc585139d631d52fd1083f6c150ea15660a85e9aa2f583b22fbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00490",
    "kind": "arxiv",
    "version": 1
  }
}