Pith Number

pith:6CNBOTWI

pith:2026:6CNBOTWIMWTKPZ2GQZG7C3TWXU

not attested not anchored not stored refs pending

From Closed-Loop Optimization to Open Decision Making: Coupled Digital Twins for Predictive and Autonomous Microscopy

Boris Slautin, Ian Mercer, Jon-Paul Maria, Sergei V. Kalinin, Yu Liu

arxiv:2607.05758 v1 · 2026-07-07 · cond-mat.mtrl-sci · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CNBOTWIMWTKPZ2GQZG7C3TWXU}

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	2026-07-08T01:18:44.041981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f09a174ec865a6a7e746864df16e76bd3844615f5f28065d78abc4b97f86c4c9

Aliases

arxiv: 2607.05758 · arxiv_version: 2607.05758v1 · doi: 10.48550/arxiv.2607.05758 · pith_short_12: 6CNBOTWIMWTK · pith_short_16: 6CNBOTWIMWTKPZ2G · pith_short_8: 6CNBOTWI

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/6CNBOTWIMWTKPZ2GQZG7C3TWXU \
  | 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: f09a174ec865a6a7e746864df16e76bd3844615f5f28065d78abc4b97f86c4c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb43592333fdd49cd0c7ec63870a1fcc3daee46153eb8e50ec3720242bd2fd8e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-07-07T02:31:01Z",
    "title_canon_sha256": "5405625dd3d815022da0a5908c27250be7852129132f512509d79524a7fa4c94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05758",
    "kind": "arxiv",
    "version": 1
  }
}