Pith Number

pith:XZDEUDMB

pith:2020:XZDEUDMBRFPCBWDES5QHOL5LQ3

not attested not anchored not stored refs pending

Single-step deep reinforcement learning for open-loop control of laminar and turbulent flows

A. Larcher, E. Hachem, H. Ghraieb, J. Viquerat, P. Meliga

arxiv:2006.02979 v2 · 2020-06-04 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZDEUDMBRFPCBWDES5QHOL5LQ3}

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	2026-07-05T02:41:02.496283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be464a0d81895e20d8649760772fab86c27da411bfb14588ecd99d4efd4e2622

Aliases

arxiv: 2006.02979 · arxiv_version: 2006.02979v2 · doi: 10.48550/arxiv.2006.02979 · pith_short_12: XZDEUDMBRFPC · pith_short_16: XZDEUDMBRFPCBWDE · pith_short_8: XZDEUDMB

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/XZDEUDMBRFPCBWDES5QHOL5LQ3 \
  | 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: be464a0d81895e20d8649760772fab86c27da411bfb14588ecd99d4efd4e2622

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79dd2c2dda53ff0215421d662d0ebb2549a89a69e5200ff88ba36433be85f533",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-06-04T16:11:26Z",
    "title_canon_sha256": "b16ccee7d4dfda319c09f7432d5ed98e121f2ec149560900c81b199fc7d22776"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.02979",
    "kind": "arxiv",
    "version": 2
  }
}