Pith Number

pith:ZRQP6LPW

pith:2022:ZRQP6LPWL3BF5NQMDU3JES6JD7

not attested not anchored not stored refs pending

NOMAD: Nonlinear Manifold Decoders for Operator Learning

George J. Pappas, Georgios Kissas, Jacob H. Seidman, Paris Perdikaris

arxiv:2206.03551 v1 · 2022-06-07 · 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{ZRQP6LPWL3BF5NQMDU3JES6JD7}

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

From inverse problems to neural operators: prediction, mechanism, and generalization of data-driven models

Smooth Piecewise Cutting for Neural Operator to Handle Discontinuities and Sharp Transitions

Receipt and verification

First computed	2026-07-05T04:30:10.585490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc60ff2df65ec25eb60c1d36924bc91fc9f9bdc13e8f8e65e25f2c8f490ddf4a

Aliases

arxiv: 2206.03551 · arxiv_version: 2206.03551v1 · doi: 10.48550/arxiv.2206.03551 · pith_short_12: ZRQP6LPWL3BF · pith_short_16: ZRQP6LPWL3BF5NQM · pith_short_8: ZRQP6LPW

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/ZRQP6LPWL3BF5NQMDU3JES6JD7 \
  | 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: cc60ff2df65ec25eb60c1d36924bc91fc9f9bdc13e8f8e65e25f2c8f490ddf4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "942a192ee3a738368a02aa00cf103c31b77734132e22a4c777926622ba9665c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-07T19:52:44Z",
    "title_canon_sha256": "cc22c5d74d6b84f54c6eeecca3c2a932201213b1c57e0db6a170994f7219d5b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03551",
    "kind": "arxiv",
    "version": 1
  }
}