Pith Number

pith:Z24JV6B4

pith:2024:Z24JV6B4FTFZQCOOSFDDUREGHP

not attested not anchored not stored refs pending

Mixtures of Neural Operators Reduce Active Complexity in Operator Learning

Anastasis Kratsios, Jose Antonio Lara Benitez, Maarten de Hoop, Matti Lassas, Takashi Furuya

arxiv:2404.09101 v3 · 2024-04-13 · cs.LG · cs.AI · cs.NA · math.NA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z24JV6B4FTFZQCOOSFDDUREGHP}

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

3 papers in Pith

Neural equilibria for long-term prediction of nonlinear conservation laws

Upper Approximation Bounds for Neural Oscillators

Approximation Theory of Laplacian-Based Neural Operators for Reaction-Diffusion System

Receipt and verification

First computed	2026-06-10T01:08:26.160778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceb89af83c2ccb9809ce91463a44863bc31bea52a63757f65d7fbcefe9637e7e

Aliases

arxiv: 2404.09101 · arxiv_version: 2404.09101v3 · doi: 10.48550/arxiv.2404.09101 · pith_short_12: Z24JV6B4FTFZ · pith_short_16: Z24JV6B4FTFZQCOO · pith_short_8: Z24JV6B4

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/Z24JV6B4FTFZQCOOSFDDUREGHP \
  | 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: ceb89af83c2ccb9809ce91463a44863bc31bea52a63757f65d7fbcefe9637e7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d962351d1c63f176dd0d0bfc2bddb170936da3c7c20b94b64ccc06d565301e6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NA",
      "math.NA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-13T23:20:16Z",
    "title_canon_sha256": "0f778afdfcd66021d0ab8e6437ee321a266fd01399c2212d33be217b92a0135d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09101",
    "kind": "arxiv",
    "version": 3
  }
}