Pith Number

pith:QZ6BCGXV

pith:2023:QZ6BCGXVXM2DITKFPBGRGXZVJX

not attested not anchored not stored refs pending

Symmetry-enforcing neural networks with applications to constitutive modeling

Julian J. Rimoli, Julie Kraus, K\'evin Garanger

arxiv:2312.13511 v2 · 2023-12-21 · cs.LG · cond-mat.mtrl-sci

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QZ6BCGXVXM2DITKFPBGRGXZVJX}

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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

Constitutive Manifold Neural Networks

Receipt and verification

First computed	2026-07-05T08:55:32.665168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

867c111af5bb34344d45784d135f354ddadd14e4d96b8aeb82d8122f7d62110f

Aliases

arxiv: 2312.13511 · arxiv_version: 2312.13511v2 · doi: 10.48550/arxiv.2312.13511 · pith_short_12: QZ6BCGXVXM2D · pith_short_16: QZ6BCGXVXM2DITKF · pith_short_8: QZ6BCGXV

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/QZ6BCGXVXM2DITKFPBGRGXZVJX \
  | 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: 867c111af5bb34344d45784d135f354ddadd14e4d96b8aeb82d8122f7d62110f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05a422b6e5065b035336a8587b1ed4ed27329f4b085388321d551bdba8cb4a56",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-21T01:12:44Z",
    "title_canon_sha256": "ebc5c639d0068cabf3932c21106b2a3b924ed427ac1d709f8af21eb221be67ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13511",
    "kind": "arxiv",
    "version": 2
  }
}