Pith Number

pith:OE5CJL7X

pith:2026:OE5CJL7XQDSNULKU2E56DUORL2

not attested not anchored not stored refs pending

A perspective on fluid mechanical environments for challenges in reinforcement learning

Michael Chang, Shmuel M. Rubinstein, Shruti Mishra, Vamsi Spandan

arxiv:2605.25011 v1 · 2026-05-24 · 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{OE5CJL7XQDSNULKU2E56DUORL2}

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	2026-05-26T01:04:10.550481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

713a24aff780e4da2d54d13be1d1d15e85a3bb8e21eb74731eef874db9b4efd5

Aliases

arxiv: 2605.25011 · arxiv_version: 2605.25011v1 · doi: 10.48550/arxiv.2605.25011 · pith_short_12: OE5CJL7XQDSN · pith_short_16: OE5CJL7XQDSNULKU · pith_short_8: OE5CJL7X

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/OE5CJL7XQDSNULKU2E56DUORL2 \
  | 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: 713a24aff780e4da2d54d13be1d1d15e85a3bb8e21eb74731eef874db9b4efd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d9f1a63d37e27906800510b5e8360feb9b8b7074ed7ece161941b432779b8bf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T11:31:15Z",
    "title_canon_sha256": "16d9e681f37ade344200db2c80fbbe81f3020d2b5a98d319f48d6378fc1ac71c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25011",
    "kind": "arxiv",
    "version": 1
  }
}