Pith Number

pith:QNXAEYVH

pith:2025:QNXAEYVHV5EZ7JBA6FGPDWRSGH

not attested not anchored not stored refs pending

A Physics-Augmented Machine Learning Constitutive Model for Damage in Solids

Adrian Buganza Tepole, Amirhossein Amiri-Hezaveh

arxiv:2508.05638 v1 · 2025-07-23 · physics.app-ph · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QNXAEYVHV5EZ7JBA6FGPDWRSGH}

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

1 paper in Pith

A Differentiable Framework for Gradient Enhanced Damage with Physics-Augmented Neural Networks in JAX-FEM

Receipt and verification

First computed	2026-07-05T11:50:40.621846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

836e0262a7af499fa420f14cf1da3231d0aa3ec04c4d5c0a7a110eafe4a396d3

Aliases

arxiv: 2508.05638 · arxiv_version: 2508.05638v1 · doi: 10.48550/arxiv.2508.05638 · pith_short_12: QNXAEYVHV5EZ · pith_short_16: QNXAEYVHV5EZ7JBA · pith_short_8: QNXAEYVH

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/QNXAEYVHV5EZ7JBA6FGPDWRSGH \
  | 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: 836e0262a7af499fa420f14cf1da3231d0aa3ec04c4d5c0a7a110eafe4a396d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfb3b83acf3be448b7ba5473ef625de93c006bfd5c0b474df50f10a4cf428afa",
    "cross_cats_sorted": [
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.app-ph",
    "submitted_at": "2025-07-23T05:07:24Z",
    "title_canon_sha256": "41870f03f5d31183e56cdd5f1ab7df4d5f51768f6e1d4c535a656d4f70357596"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05638",
    "kind": "arxiv",
    "version": 1
  }
}