Pith Number

pith:QVW4G7ZN

pith:2022:QVW4G7ZNIL6FJACYT63BXZKIEH

not attested not anchored not stored refs pending

Generative Adversarial Neural Operators

Anima Anandkumar, Kamyar Azizzadenesheli, Manuel A. Florez, Md Ashiqur Rahman, Zachary E. Ross

arxiv:2205.03017 v2 · 2022-05-06 · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVW4G7ZNIL6FJACYT63BXZKIEH}

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

Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects

Differentiable Autoencoding Neural Operator for Interpretable and Integrable Latent Space Modeling

Optimal-Transport-Guided Functional Flow Matching for Turbulent Field Generation in Hilbert Space

Receipt and verification

First computed	2026-07-05T05:05:47.089537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

856dc37f2d42fc5480589fb61be54821faf496128d059aecd26725979e6cd69d

Aliases

arxiv: 2205.03017 · arxiv_version: 2205.03017v2 · doi: 10.48550/arxiv.2205.03017 · pith_short_12: QVW4G7ZNIL6F · pith_short_16: QVW4G7ZNIL6FJACY · pith_short_8: QVW4G7ZN

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/QVW4G7ZNIL6FJACYT63BXZKIEH \
  | 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: 856dc37f2d42fc5480589fb61be54821faf496128d059aecd26725979e6cd69d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "822868dab2875c82a57e1549fe568c89d9721e26c8341b38e0922698aee18e8d",
    "cross_cats_sorted": [
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-06T05:12:22Z",
    "title_canon_sha256": "25db131da76e95d23ef7c29c55317826312b27a93708d2b21dbd3d4388c9eac5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.03017",
    "kind": "arxiv",
    "version": 2
  }
}