Pith Number

pith:FNP5OP4F

pith:2022:FNP5OP4FVV5WD2K3FDX2UOM7BK

not attested not anchored not stored refs pending

An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials

Bob Svendsen, Dierk Raabe, Jaber R. Mianroodi, Mohammad S. Khorrami, Nima H. Siboni, Pawan Goyal, Peter Benner

arxiv:2208.13490 v1 · 2022-08-29 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNP5OP4FVV5WD2K3FDX2UOM7BK}

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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

Predicting Stress and Damage in Carbon Fiber-Reinforced Composites Deformation Process using Composite U-Net Surrogate Model

Receipt and verification

First computed	2026-07-05T04:52:17.579617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b5fd73f85ad7b61e95b28efaa399f0aad6317d7ee43a3686c6a0d112de13f4c

Aliases

arxiv: 2208.13490 · arxiv_version: 2208.13490v1 · doi: 10.48550/arxiv.2208.13490 · pith_short_12: FNP5OP4FVV5W · pith_short_16: FNP5OP4FVV5WD2K3 · pith_short_8: FNP5OP4F

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/FNP5OP4FVV5WD2K3FDX2UOM7BK \
  | 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: 2b5fd73f85ad7b61e95b28efaa399f0aad6317d7ee43a3686c6a0d112de13f4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c3333ea9aedcd7a6935f25a9c4ccc36e0f82d6f80946ed670b9b8fee60688aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2022-08-29T10:47:55Z",
    "title_canon_sha256": "99126528300329df944d61cc76d86db95d0b741fa530514054265c8c30654ade"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.13490",
    "kind": "arxiv",
    "version": 1
  }
}