Pith. sign in
Pith Number

pith:RCDJ3HGA

pith:2026:RCDJ3HGAK67US5ZRJJM4E7ABK2
not attested not anchored not stored refs pending

Turbulence teaches equivariance to neural networks

Abigail Bodner, Ali Backour, Elyssa Hofgard, Jeremiah Bailey, Julia Balla, Ryley McConkey, Tess Smidt, Tommi Jaakkola

arxiv:2602.04695 v2 · 2026-02-04 · physics.flu-dyn · physics.comp-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RCDJ3HGAK67US5ZRJJM4E7ABK2}

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 2026-06-04T01:08:41.378820Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

88869d9cc057bf4977314a59c27c01569a9707fa516bb96a1b3ca950f62865bd

Aliases

arxiv: 2602.04695 · arxiv_version: 2602.04695v2 · doi: 10.48550/arxiv.2602.04695 · pith_short_12: RCDJ3HGAK67U · pith_short_16: RCDJ3HGAK67US5ZR · pith_short_8: RCDJ3HGA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RCDJ3HGAK67US5ZRJJM4E7ABK2 \
  | 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: 88869d9cc057bf4977314a59c27c01569a9707fa516bb96a1b3ca950f62865bd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6a98283d9b7579b885586f93779b810979f55c60d56e631d6c29e343e833156",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2026-02-04T16:00:13Z",
    "title_canon_sha256": "1144263598be64d9dce9ef59c1c418aa9b8894b8052cab44ec8b4a33e1e40485"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.04695",
    "kind": "arxiv",
    "version": 2
  }
}