Pith. sign in
Pith Number

pith:ETVCMJB4

pith:2022:ETVCMJB4W2WJFYRHP432V6TZ2Z
not attested not anchored not stored refs pending

Guiding continuous operator learning through Physics-based boundary constraints

Danielle C. Maddix, Gaurav Gupta, Nadim Saad, Shima Alizadeh

arxiv:2212.07477 v2 · 2022-12-14 · cs.LG · math.AP · math.OA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ETVCMJB4W2WJFYRHP432V6TZ2Z}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T05:47:34.058370Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

24ea26243cb6ac92e2277f37aafa79d67d7b62dcc7c5ac117ec4ad848e185be4

Aliases

arxiv: 2212.07477 · arxiv_version: 2212.07477v2 · doi: 10.48550/arxiv.2212.07477 · pith_short_12: ETVCMJB4W2WJ · pith_short_16: ETVCMJB4W2WJFYRH · pith_short_8: ETVCMJB4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ETVCMJB4W2WJFYRHP432V6TZ2Z \
  | 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: 24ea26243cb6ac92e2277f37aafa79d67d7b62dcc7c5ac117ec4ad848e185be4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "943f3bfcfd2880f9385e8f06a22e0ae3f72157c00fc6d3363b8a1617aa1ca119",
    "cross_cats_sorted": [
      "math.AP",
      "math.OA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-14T19:54:46Z",
    "title_canon_sha256": "5cc7ad35a76c7eea7c6e2592f73b4cc1e7dec4bd12d3d29cf492b5514f40fd97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.07477",
    "kind": "arxiv",
    "version": 2
  }
}