Pith Number

pith:MFNUJKS3

pith:2025:MFNUJKS3OHYNSEQBTDNUNWR6HP

not attested not anchored not stored refs pending

Neural Spline Operators for Risk Quantification in Stochastic Systems

Kamyar Azizzadenesheli, Raffaele Romagnoli, Yorie Nakahira, Zhuoyuan Wang

arxiv:2508.20288 v1 · 2025-08-27 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MFNUJKS3OHYNSEQBTDNUNWR6HP}

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	2026-07-05T12:00:33.656554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

615b44aa5b71f0d9120198db46da3e3bfac1bc55ca3a495ab95b5d715536176f

Aliases

arxiv: 2508.20288 · arxiv_version: 2508.20288v1 · doi: 10.48550/arxiv.2508.20288 · pith_short_12: MFNUJKS3OHYN · pith_short_16: MFNUJKS3OHYNSEQB · pith_short_8: MFNUJKS3

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/MFNUJKS3OHYNSEQBTDNUNWR6HP \
  | 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: 615b44aa5b71f0d9120198db46da3e3bfac1bc55ca3a495ab95b5d715536176f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca0258454fc0037feda211efbbd32d496d8ffd3573c20eda339c5ef05c6d5e03",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-27T21:46:01Z",
    "title_canon_sha256": "15f89febd09859beaa6432e7817f5fda808df3c4c0887387a3df6abaa901b8f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20288",
    "kind": "arxiv",
    "version": 1
  }
}