Pith Number

pith:JM2XVJFI

pith:2024:JM2XVJFIO3BQLH2A2NU2DNJL4G

not attested not anchored not stored refs pending

DamFormer: Generalizing Morphologies in Dam Break Simulations Using Transformer Model

Aoming Liang, Dashuai Chen, Dixia Fan, Mingming Ge, Minyi Xu, Zhaoyang Mul

arxiv:2410.18998 v1 · 2024-10-17 · physics.flu-dyn · 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{JM2XVJFIO3BQLH2A2NU2DNJL4G}

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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	2026-07-05T09:25:49.887841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b357aa4a876c3059f40d369a1b52be1b510c304dfb86838cc1223672fb16b68

Aliases

arxiv: 2410.18998 · arxiv_version: 2410.18998v1 · doi: 10.48550/arxiv.2410.18998 · pith_short_12: JM2XVJFIO3BQ · pith_short_16: JM2XVJFIO3BQLH2A · pith_short_8: JM2XVJFI

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/JM2XVJFIO3BQLH2A2NU2DNJL4G \
  | 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: 4b357aa4a876c3059f40d369a1b52be1b510c304dfb86838cc1223672fb16b68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48a1470debae64681122ef272ab25eb9708f2ca6ce40aa036ba929fa38a5c0d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-10-17T13:18:13Z",
    "title_canon_sha256": "6a0dcacf9573446b706acd283b75bd9717a0d0b4c6ac2ea50a35841c839e5949"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18998",
    "kind": "arxiv",
    "version": 1
  }
}