Pith. sign in
Pith Number

pith:UGYNHIH5

pith:2023:UGYNHIH5MEKJUK3A33NCWMVPHF
not attested not anchored not stored refs pending

Improving CFD simulations by local machine-learned correction

Conor Daly, David P. Schmidt, Majid Haghshenas, Niccolo Dal Santo, Peetak Mitra

arxiv:2305.00114 v1 · 2023-04-28 · physics.flu-dyn · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UGYNHIH5MEKJUK3A33NCWMVPHF}

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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 2026-07-05T07:55:21.193234Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a1b0d3a0fd61149a2b60deda2b32af395884dd2c2c52a436f082867d8d0804c3

Aliases

arxiv: 2305.00114 · arxiv_version: 2305.00114v1 · doi: 10.48550/arxiv.2305.00114 · pith_short_12: UGYNHIH5MEKJ · pith_short_16: UGYNHIH5MEKJUK3A · pith_short_8: UGYNHIH5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UGYNHIH5MEKJUK3A33NCWMVPHF \
  | 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: a1b0d3a0fd61149a2b60deda2b32af395884dd2c2c52a436f082867d8d0804c3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c51a79b1142bb9075fe7ef63734f48496df40ac6892f4901a7dbc99c79faa3cd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2023-04-28T22:20:42Z",
    "title_canon_sha256": "9548d20548241d22500bb7d26df3ae8ce0a887e091077b2fb6c88ff22eb461b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.00114",
    "kind": "arxiv",
    "version": 1
  }
}