Pith Number

pith:7CPH45LV

pith:2024:7CPH45LVEQO2Y3P7IZH6MYTIBC

not attested not anchored not stored refs pending

Score Neural Operator: A Generative Model for Learning and Generalizing Across Multiple Probability Distributions

Aoyang Qin, Jacob Seidman, Junqi Wang, Paris Perdikaris, Wei Wang, Xinyu Liao

arxiv:2410.08549 v2 · 2024-10-11 · 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{7CPH45LVEQO2Y3P7IZH6MYTIBC}

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	2026-07-05T09:20:49.212698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f89e7e7575241dac6dff464fe6626808a76f7f7a6ded0fc793aa0078d042d597

Aliases

arxiv: 2410.08549 · arxiv_version: 2410.08549v2 · doi: 10.48550/arxiv.2410.08549 · pith_short_12: 7CPH45LVEQO2 · pith_short_16: 7CPH45LVEQO2Y3P7 · pith_short_8: 7CPH45LV

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/7CPH45LVEQO2Y3P7IZH6MYTIBC \
  | 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: f89e7e7575241dac6dff464fe6626808a76f7f7a6ded0fc793aa0078d042d597

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "259954a73b09ba929ce273f662430d1e9c23dedc9fdff0ccf519046c1af966c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T06:00:34Z",
    "title_canon_sha256": "59c05837552b3164e09924f44ab4d2425360e8860c981567e7ee43f2dffb7e0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08549",
    "kind": "arxiv",
    "version": 2
  }
}