Pith Number

pith:JZ7WFBSU

pith:2023:JZ7WFBSUD336BUF5LS6F4OJHA3

not attested not anchored not stored refs pending

HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork

Hyung Ju Hwang, Jae Yong Lee, Sung Woong Cho

arxiv:2312.15949 v1 · 2023-12-26 · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JZ7WFBSUD336BUF5LS6F4OJHA3}

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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

Low-rank adaptive physics-informed HyperDeepONets for solving differential equations

Receipt and verification

First computed	2026-07-05T07:28:04.017110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e7f6286541ef7e0d0bd5cbc5e392706d458bf054b8bc1d804fc70af7c1b27d8

Aliases

arxiv: 2312.15949 · arxiv_version: 2312.15949v1 · doi: 10.48550/arxiv.2312.15949 · pith_short_12: JZ7WFBSUD336 · pith_short_16: JZ7WFBSUD336BUF5 · pith_short_8: JZ7WFBSU

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/JZ7WFBSUD336BUF5LS6F4OJHA3 \
  | 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: 4e7f6286541ef7e0d0bd5cbc5e392706d458bf054b8bc1d804fc70af7c1b27d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d88921bd8e38ceeef1949902f6377eb469c7134c59879cce6cf7f055b9af6f36",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-26T08:28:46Z",
    "title_canon_sha256": "70e45ceee6af390c85460d4e549af218d306d4dde2de2a00463f66fa3ec49c38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.15949",
    "kind": "arxiv",
    "version": 1
  }
}