Pith Number

pith:URSJIECY

pith:2024:URSJIECYW7G53XGSLK7EPI2JKO

not attested not anchored not stored refs pending

Inverse design of anisotropic microstructures using physics-augmented neural networks

Asghar A. Jadoon, Jan N. Fuhg, Karl A. Kalina, Manuel K. Rausch, Reese Jones

arxiv:2412.13370 v1 · 2024-12-17 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{URSJIECYW7G53XGSLK7EPI2JKO}

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

Physics Augmented Machine Learning Discovery of Composition-Dependent Constitutive Laws for 3D Printed Digital Materials

Receipt and verification

First computed	2026-07-05T09:51:00.657716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a464941058b7cddddcd25abe47a34953a9c896178f55062cf1570bf5c433c828

Aliases

arxiv: 2412.13370 · arxiv_version: 2412.13370v1 · doi: 10.48550/arxiv.2412.13370 · pith_short_12: URSJIECYW7G5 · pith_short_16: URSJIECYW7G53XGS · pith_short_8: URSJIECY

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/URSJIECYW7G53XGSLK7EPI2JKO \
  | 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: a464941058b7cddddcd25abe47a34953a9c896178f55062cf1570bf5c433c828

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58135816cf9d0b42a024287088b24718845d6e451ce25463bdffe8c2f57e15da",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2024-12-17T22:57:07Z",
    "title_canon_sha256": "34d27a73fe284409a387b048e707ca003b8d61f416421e781e7310f522b7c3e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13370",
    "kind": "arxiv",
    "version": 1
  }
}