Pith Number

pith:CIWNI7MG

pith:2022:CIWNI7MGGP3IJYYRZL5CAD4MXK

not attested not anchored not stored refs pending

A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements

Chung-Hao Lee, Colton J. Ross, Huaiqian You, Ming-Chen Hsu, Quinn Zhang, Yue Yu

arxiv:2204.00205 v1 · 2022-04-01 · cs.LG · cond-mat.mtrl-sci · q-bio.TO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CIWNI7MGGP3IJYYRZL5CAD4MXK}

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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

Uncertainty quantification in mechanics: A unified Bayesian perspective

Receipt and verification

First computed	2026-07-05T04:10:44.362157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

122cd47d8633f684e311cafa200f8cbaaff834b2aaaf6343efeca74a99ecfe32

Aliases

arxiv: 2204.00205 · arxiv_version: 2204.00205v1 · doi: 10.48550/arxiv.2204.00205 · pith_short_12: CIWNI7MGGP3I · pith_short_16: CIWNI7MGGP3IJYYR · pith_short_8: CIWNI7MG

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/CIWNI7MGGP3IJYYRZL5CAD4MXK \
  | 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: 122cd47d8633f684e311cafa200f8cbaaff834b2aaaf6343efeca74a99ecfe32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46655b21bbade9b3fa620571a1e9ad924cb393fa14d378958d6af32c3781b281",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "q-bio.TO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-01T04:56:41Z",
    "title_canon_sha256": "7bca418d0514aacb685ff69f87faa91de14477a1e6501c9a36f959114ebb074b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00205",
    "kind": "arxiv",
    "version": 1
  }
}