Pith Number

pith:2UYP6QYR

pith:2026:2UYP6QYR3NFBX5DGKSCPVG4KSB

not attested not anchored not stored refs pending

Accelerating Structure-Property Relationship Discovery with Multimodal Machine Learning and Self-Driving Microscopy

Danqing Ma, Jiawei Gong, Lianfeng Zhao, Ralph Bulanadi, Rama Vasudevan, Robert Moore, Yongtao Liu

arxiv:2603.17028 v2 · 2026-03-17 · cond-mat.mtrl-sci · physics.ins-det

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UYP6QYR3NFBX5DGKSCPVG4KSB}

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	2026-07-01T00:17:10.872845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d530ff4311db4a1bf4665484fa9b8a9075cd1d6815ab593332f3086e23b78cdd

Aliases

arxiv: 2603.17028 · arxiv_version: 2603.17028v2 · doi: 10.48550/arxiv.2603.17028 · pith_short_12: 2UYP6QYR3NFB · pith_short_16: 2UYP6QYR3NFBX5DG · pith_short_8: 2UYP6QYR

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/2UYP6QYR3NFBX5DGKSCPVG4KSB \
  | 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: d530ff4311db4a1bf4665484fa9b8a9075cd1d6815ab593332f3086e23b78cdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c79335d0574ae5a1b7a642a424901a95f0775d0b59aab9044d88297e060a8dc",
    "cross_cats_sorted": [
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-03-17T18:08:57Z",
    "title_canon_sha256": "c933a8f6c4c16f5905349bf9766a98e1fe855dacb0ff27e7647b04ca0dfaccba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.17028",
    "kind": "arxiv",
    "version": 2
  }
}