Pith Number

pith:3YV7Y4RO

pith:2025:3YV7Y4RO3CYFTGYD7HUYTRQD3N

not attested not anchored not stored refs pending

Probabilistic neural operators for functional uncertainty quantification

Christopher B\"ulte, Gitta Kutyniok, Philipp Scholl

arxiv:2502.12902 v2 · 2025-02-18 · 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{3YV7Y4RO3CYFTGYD7HUYTRQD3N}

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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

Neural Operator Processes for Probabilistic Operator Learning under Partial Observations

Operator learning for the 2D incompressible Navier-Stokes equations: a conformal prediction approach in the data-scarce regime

Receipt and verification

First computed	2026-07-05T10:41:52.572558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de2bfc722ed8b0599b03f9e989c603db433e35121a894c09155dc092063a4d38

Aliases

arxiv: 2502.12902 · arxiv_version: 2502.12902v2 · doi: 10.48550/arxiv.2502.12902 · pith_short_12: 3YV7Y4RO3CYF · pith_short_16: 3YV7Y4RO3CYFTGYD · pith_short_8: 3YV7Y4RO

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/3YV7Y4RO3CYFTGYD7HUYTRQD3N \
  | 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: de2bfc722ed8b0599b03f9e989c603db433e35121a894c09155dc092063a4d38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "074f8e2d4760848e585524da420e52a9e4926ffd5524d1730900f1d8fa8a5161",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-18T14:42:11Z",
    "title_canon_sha256": "61d6ecf279d33a6b90bcc622fdff458612b19e79e35d932d23c85d7abd4a2495"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12902",
    "kind": "arxiv",
    "version": 2
  }
}