Pith Number

pith:UVA5WZTO

pith:2024:UVA5WZTOHDEMYAN5S2TTRH3SSW

not attested not anchored not stored refs pending

Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance

Fan Xu, Gaofeng Lu, Hao Wu, Kun Wang, Weiyan Wang, Yang Wang, Yifan Duan, Yuxuan Liang, Ziwei Niu

arxiv:2403.13850 v1 · 2024-03-18 · cs.LG · cs.AI · physics.flu-dyn

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVA5WZTOHDEMYAN5S2TTRH3SSW}

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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

3 papers in Pith

FD-Bench: A Modular and Fair Benchmark for Data-driven Fluid Simulation

PAINET: A Principled Efficient Transformer for 3D Dynamics Modeling

Data-driven characterization of spatiotemporal chaos using ensemble reservoir computing

Receipt and verification

First computed	2026-07-05T07:58:50.990696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a541db666e38c8cc01bd96a7389f7295b96b00f176e123d4bd9419649d5b10b0

Aliases

arxiv: 2403.13850 · arxiv_version: 2403.13850v1 · doi: 10.48550/arxiv.2403.13850 · pith_short_12: UVA5WZTOHDEM · pith_short_16: UVA5WZTOHDEMYAN5 · pith_short_8: UVA5WZTO

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/UVA5WZTOHDEMYAN5S2TTRH3SSW \
  | 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: a541db666e38c8cc01bd96a7389f7295b96b00f176e123d4bd9419649d5b10b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13f05f1bb70e3e735290bc6b57a1ea8e1edd735333433a366974521e3b8fcda6",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T14:57:47Z",
    "title_canon_sha256": "2cf74c00fc949e4a2343982afc4f0debea612ce835314b6f03fb1033010630ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13850",
    "kind": "arxiv",
    "version": 1
  }
}