Pith Number

pith:HBE36XOY

pith:2025:HBE36XOYKPDLBQCAFCKXZFXQPA

not attested not anchored not stored refs pending

Guided Unconditional and Conditional Generative Models for Super-Resolution and Inference of Quasi-Geostrophic Turbulence

Akhil Sadam, Anantha Narayanan Suresh Babu, Pierre F.J. Lermusiaux

arxiv:2507.00719 v3 · 2025-07-01 · physics.flu-dyn · cs.LG · physics.ao-ph · physics.geo-ph

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\usepackage{pith}
\pithnumber{HBE36XOYKPDLBQCAFCKXZFXQPA}

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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

1 paper in Pith

High-resolution probabilistic estimation of three-dimensional regional ocean dynamics from sparse surface observations

Receipt and verification

First computed	2026-06-30T02:16:52.922360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3849bf5dd853c6b0c04028957c96f078068998a11f808cdd4cac3001d7383514

Aliases

arxiv: 2507.00719 · arxiv_version: 2507.00719v3 · doi: 10.48550/arxiv.2507.00719 · pith_short_12: HBE36XOYKPDL · pith_short_16: HBE36XOYKPDLBQCA · pith_short_8: HBE36XOY

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/HBE36XOYKPDLBQCAFCKXZFXQPA \
  | 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: 3849bf5dd853c6b0c04028957c96f078068998a11f808cdd4cac3001d7383514

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5a2ef3106dd88284f4f70091cae1df50a1b93c009be46a4951298cab93ff647",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.ao-ph",
      "physics.geo-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2025-07-01T12:59:10Z",
    "title_canon_sha256": "6c74723849f6e5740edd40b35132de356d6a74c9e0f2e1bb0578aa3577d9d046"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00719",
    "kind": "arxiv",
    "version": 3
  }
}