Pith Number

pith:STZVNEX3

pith:2017:STZVNEX37RZCTHYCSTJXDE2Z6O

not attested not anchored not stored refs pending

High-Dimensional Materials and Process Optimization using Data-driven Experimental Design with Well-Calibrated Uncertainty Estimates

Bryce Meredig, Erin Antono, Julia Ling, Max Hutchinson, Sean Paradiso

arxiv:1704.07423 v2 · 2017-04-21 · stat.ML · 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{STZVNEX37RZCTHYCSTJXDE2Z6O}

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	2026-05-18T00:40:01.228507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94f35692fbfc72299f0294d3719359f39befa0c22bcb59a2eed5e22479b3c485

Aliases

arxiv: 1704.07423 · arxiv_version: 1704.07423v2 · doi: 10.48550/arxiv.1704.07423 · pith_short_12: STZVNEX37RZC · pith_short_16: STZVNEX37RZCTHYC · pith_short_8: STZVNEX3

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/STZVNEX37RZCTHYCSTJXDE2Z6O \
  | 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: 94f35692fbfc72299f0294d3719359f39befa0c22bcb59a2eed5e22479b3c485

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce62cee177e1f26efceb457f3fb832e28b2d5f4b531aae8406538991d6eb8c16",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-04-21T05:07:35Z",
    "title_canon_sha256": "41d757a235b13b0e4b60dc8598cb69c95725ca3b770aa0ffc0141329208ba0b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.07423",
    "kind": "arxiv",
    "version": 2
  }
}