Pith Number

pith:FII4QUV4

pith:2025:FII4QUV4UWPRSFOIUIS5DEPL5M

not attested not anchored not stored refs pending

RegimeNAS: Regime-Aware Differentiable Architecture Search With Theoretical Guarantees for Financial Trading

Prathamesh Devadiga, Yashmitha Shailesh

arxiv:2508.11338 v1 · 2025-08-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FII4QUV4UWPRSFOIUIS5DEPL5M}

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	2026-07-05T11:54:22.875591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a11c852bca59f1915c8a225d191ebeb0fcbe2bebf2adb5ed1b005f41fc346af

Aliases

arxiv: 2508.11338 · arxiv_version: 2508.11338v1 · doi: 10.48550/arxiv.2508.11338 · pith_short_12: FII4QUV4UWPR · pith_short_16: FII4QUV4UWPRSFOI · pith_short_8: FII4QUV4

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/FII4QUV4UWPRSFOIUIS5DEPL5M \
  | 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: 2a11c852bca59f1915c8a225d191ebeb0fcbe2bebf2adb5ed1b005f41fc346af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bc759f725331e97d963d2459d207615ac6a83793f49e46de587fc11bc0f196d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-15T09:09:54Z",
    "title_canon_sha256": "3ea22175639811111827ab13eb43d30913b53aae109fbd90bf147ffadd1c43f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11338",
    "kind": "arxiv",
    "version": 1
  }
}