Pith Number

pith:INXHFQCS

pith:2026:INXHFQCS5QTT5MDYCLBZ5KMJCL

not attested not anchored not stored refs pending

Heuristic Learning for Active Flow Control Using Coding Agents

Elie Hachem, Jonathan Viquerat, Paul Garnier

arxiv:2607.11565 v1 · 2026-07-13 · cs.LG · cs.AI · physics.flu-dyn

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{INXHFQCS5QTT5MDYCLBZ5KMJCL}

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	2026-07-14T02:22:12.299208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

436e72c052ec273eb07812c39ea98912d59b2587ebefc9116a645b48434cbcde

Aliases

arxiv: 2607.11565 · arxiv_version: 2607.11565v1 · doi: 10.48550/arxiv.2607.11565 · pith_short_12: INXHFQCS5QTT · pith_short_16: INXHFQCS5QTT5MDY · pith_short_8: INXHFQCS

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/INXHFQCS5QTT5MDYCLBZ5KMJCL \
  | 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: 436e72c052ec273eb07812c39ea98912d59b2587ebefc9116a645b48434cbcde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0560f9a948b9bafae34040f9d4dfa0f451fd48c61b284c9c934972bb3707204",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-13T13:47:17Z",
    "title_canon_sha256": "028294e382f2295b26eb9a8ed83d84da0f692a22332ca49fb085ec7d644262de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11565",
    "kind": "arxiv",
    "version": 1
  }
}