Pith Number

pith:FTKGCEUK

pith:2024:FTKGCEUK3WPR5L3PIRHMLE2EKY

not attested not anchored not stored refs pending

Optimal Convergence Rates for Neural Operators

Mike Nguyen, Nicole M\"ucke

arxiv:2412.17518 v1 · 2024-12-23 · stat.ML · 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{FTKGCEUK3WPR5L3PIRHMLE2EKY}

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.

Cited by

2 papers in Pith

Ghost in the Kernel: In-Context Learning with Efficient Transformers via Domain Generalization

Deciphering Neural Reparameterized Full-Waveform Inversion with Neural Sensitivity Kernel and Wave Tangent Kernel

Receipt and verification

First computed	2026-07-05T09:53:23.575902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cd461128add9f1eaf6f444ec59344560d3a341aee5c0f9c711110398bd97a9c

Aliases

arxiv: 2412.17518 · arxiv_version: 2412.17518v1 · doi: 10.48550/arxiv.2412.17518 · pith_short_12: FTKGCEUK3WPR · pith_short_16: FTKGCEUK3WPR5L3P · pith_short_8: FTKGCEUK

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/FTKGCEUK3WPR5L3PIRHMLE2EKY \
  | 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: 2cd461128add9f1eaf6f444ec59344560d3a341aee5c0f9c711110398bd97a9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d97358026a249b4b1b886fd690d9cf7bf4f4359281fcf0c7e9977d9c0df07334",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-23T12:31:38Z",
    "title_canon_sha256": "ff6736b9c56a7d955fa882b33c2ef383ddabe520c97e46128aeec91bded59ef9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17518",
    "kind": "arxiv",
    "version": 1
  }
}