Pith Number

pith:REZ5OYHX

pith:2025:REZ5OYHX5NOWHCIUW5QB7L27RC

not attested not anchored not stored refs pending

Active and transfer learning with partially Bayesian neural networks for materials and chemicals

Maxim Ziatdinov, Sarah I. Allec

arxiv:2501.00952 v2 · 2025-01-01 · cond-mat.dis-nn · cond-mat.mtrl-sci · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{REZ5OYHX5NOWHCIUW5QB7L27RC}

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	2026-07-05T11:12:23.881471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8933d760f7eb5d638914b7601faf5f889511613eb62a7555810bbd4038564fc2

Aliases

arxiv: 2501.00952 · arxiv_version: 2501.00952v2 · doi: 10.48550/arxiv.2501.00952 · pith_short_12: REZ5OYHX5NOW · pith_short_16: REZ5OYHX5NOWHCIU · pith_short_8: REZ5OYHX

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/REZ5OYHX5NOWHCIUW5QB7L27RC \
  | 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: 8933d760f7eb5d638914b7601faf5f889511613eb62a7555810bbd4038564fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d01dab3331e0e44e835e52c3e118072d161ac0eb8710b18681b5ae7081400ec",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2025-01-01T20:48:26Z",
    "title_canon_sha256": "5f36000869b9ddc663fb0933c215613910a603fe75a4b395cd053d4369c9334c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00952",
    "kind": "arxiv",
    "version": 2
  }
}