Pith Number

pith:NOUE6WM4

pith:2026:NOUE6WM42LGDFXGLN4YI2WDQWC

not attested not anchored not stored refs pending

STEMGym: Benchmarking Sequential Decision-Making under Dose Budgets in Autonomous Electron Microscopy

Can Polat, Erchin Serpedin, Hasan Kurban, Mustafa Kurban

arxiv:2606.29592 v1 · 2026-06-28 · cs.LG · cond-mat.mtrl-sci · physics.atom-ph · physics.optics · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOUE6WM42LGDFXGLN4YI2WDQWC}

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	2026-06-30T01:18:13.338484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ba84f599cd2cc32dccb6f308d5870b0b183f43c02d653e12cf680be0bf32b71

Aliases

arxiv: 2606.29592 · arxiv_version: 2606.29592v1 · doi: 10.48550/arxiv.2606.29592 · pith_short_12: NOUE6WM42LGD · pith_short_16: NOUE6WM42LGDFXGL · pith_short_8: NOUE6WM4

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/NOUE6WM42LGDFXGLN4YI2WDQWC \
  | 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: 6ba84f599cd2cc32dccb6f308d5870b0b183f43c02d653e12cf680be0bf32b71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89fab88a5308457aa81ae0c2eed23db5b32cc68bd7fbdaa2bbd36e390c5ebcab",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "physics.atom-ph",
      "physics.optics",
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-28T20:23:03Z",
    "title_canon_sha256": "be9d0b88b572b6cc4649b7ce7b14a930b0553d921aa9f441cd359ef8fc5a68c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29592",
    "kind": "arxiv",
    "version": 1
  }
}