Pith. sign in
Pith Number

pith:2T344IMT

pith:2024:2T344IMTXTPPKLCPLJBPOQV3LG
not attested not anchored not stored refs pending

Machine Learning Enhanced Collision Operator for the Lattice Boltzmann Method Based on Invariant Networks

Ben Picard, Dirk Reith, Holger Foysi, Mario Christopher Bedrunka, Tobias Horstmann

arxiv:2412.08229 v1 · 2024-12-11 · physics.comp-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2T344IMTXTPPKLCPLJBPOQV3LG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-07-05T09:47:46.513835Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d4f7ce2193bcdef52c4f5a42f742bb598abd4d68df6ed8d8b18a2c7c100cc9af

Aliases

arxiv: 2412.08229 · arxiv_version: 2412.08229v1 · doi: 10.48550/arxiv.2412.08229 · pith_short_12: 2T344IMTXTPP · pith_short_16: 2T344IMTXTPPKLCP · pith_short_8: 2T344IMT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2T344IMTXTPPKLCPLJBPOQV3LG \
  | 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: d4f7ce2193bcdef52c4f5a42f742bb598abd4d68df6ed8d8b18a2c7c100cc9af
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "71143c08376717df2867258a022891aec3dc96457e8fef8e75ecf7f85806fc04",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2024-12-11T09:29:13Z",
    "title_canon_sha256": "20f0cf0f58d61c0810214752b22bb7b522d5a605c76e497f03cc2c3cd2df83f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08229",
    "kind": "arxiv",
    "version": 1
  }
}