Pith Number

pith:W35SGPZQ

pith:2018:W35SGPZQ7QI7KEO7S45VVM5SPL

not attested not anchored not stored refs pending

Finding the best design parameters for optical nanostructures using reinforcement learning

Iman Sajedian, Junsuk Rho, Trevon Badloe

arxiv:1810.10964 v1 · 2018-10-18 · eess.IV · cs.LG · physics.optics

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W35SGPZQ7QI7KEO7S45VVM5SPL}

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	2026-05-18T00:02:18.752183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6fb233f30fc11f511df973b5ab3b27ad8a0df8aba2fd46d4e0dfa177e529d7d

Aliases

arxiv: 1810.10964 · arxiv_version: 1810.10964v1 · doi: 10.48550/arxiv.1810.10964 · pith_short_12: W35SGPZQ7QI7 · pith_short_16: W35SGPZQ7QI7KEO7 · pith_short_8: W35SGPZQ

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/W35SGPZQ7QI7KEO7S45VVM5SPL \
  | 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: b6fb233f30fc11f511df973b5ab3b27ad8a0df8aba2fd46d4e0dfa177e529d7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f3b64ed1b692469b366f79cc086f34334c0427469d2df03516ed45e7c6d4a23",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2018-10-18T03:44:39Z",
    "title_canon_sha256": "5b65208d08361af80ebde7d9746b3c92e2c6764cf6719b2f3eb0d2bb90fd59f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.10964",
    "kind": "arxiv",
    "version": 1
  }
}