Pith Number

pith:LJDNDCNB

pith:2021:LJDNDCNBZYW27DDB5MCSAHLXM6

not attested not anchored not stored refs pending

Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing

Colby Wight, Henry Kvinge, Keerti Kappagantula, Lizzy Coda, Loc Truong, Tegan Emerson, Woongjo Choi

arxiv:2112.01687 v1 · 2021-12-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LJDNDCNBZYW27DDB5MCSAHLXM6}

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.

Receipt and verification

First computed	2026-07-05T03:37:30.876064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a46d189a1ce2daf8c61eb05201d7767a1031b294de8ced59608ba459e1405cc

Aliases

arxiv: 2112.01687 · arxiv_version: 2112.01687v1 · doi: 10.48550/arxiv.2112.01687 · pith_short_12: LJDNDCNBZYW2 · pith_short_16: LJDNDCNBZYW27DDB · pith_short_8: LJDNDCNB

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/LJDNDCNBZYW27DDB5MCSAHLXM6 \
  | 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: 5a46d189a1ce2daf8c61eb05201d7767a1031b294de8ced59608ba459e1405cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60324050031511c1f43d2bba1c09bb4ff153d8c33107064116f8d9c91c8bfcc9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-03T02:51:15Z",
    "title_canon_sha256": "b1739a039a3ca5959a7d4e033346b8b77a015eb768b1c27b01e1194e72db13ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01687",
    "kind": "arxiv",
    "version": 1
  }
}