Pith Number

pith:DLZKGBKO

pith:2024:DLZKGBKOCW3XFERRM3H4AALW6B

not attested not anchored not stored refs pending

Machine Learning Materials Properties with Accurate Predictions, Uncertainty Estimates, Domain Guidance, and Persistent Online Accessibility

Aristana Scourtas, Ben Blaiszik, Dane Morgan, Ian Foster, KJ Schmidt, Lane E. Schultz, Owen Price-Skelly, Paul M. Voyles, Ryan Jacobs, Will Engler

arxiv:2406.15650 v1 · 2024-06-21 · 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{DLZKGBKOCW3XFERRM3H4AALW6B}

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	2026-07-05T08:35:25.630523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1af2a3054e15b772923166cfc00176f075bc4a507ced204be22fe6fd41440ded

Aliases

arxiv: 2406.15650 · arxiv_version: 2406.15650v1 · doi: 10.48550/arxiv.2406.15650 · pith_short_12: DLZKGBKOCW3X · pith_short_16: DLZKGBKOCW3XFERR · pith_short_8: DLZKGBKO

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/DLZKGBKOCW3XFERRM3H4AALW6B \
  | 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: 1af2a3054e15b772923166cfc00176f075bc4a507ced204be22fe6fd41440ded

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce2bd1f0c7b6c3c7ff8b7610d9eb20a64bbe8066accacd4cf59f3e6d9a2ab013",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-06-21T21:00:47Z",
    "title_canon_sha256": "d9f449775929e0cb079e4f04e63c7616ece258bd28c8b7dde65d70448fb7065b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15650",
    "kind": "arxiv",
    "version": 1
  }
}