Pith Number

pith:AG26XGWL

pith:2025:AG26XGWL5QT3LMEUIUTUP4SLNK

not attested not anchored not stored refs pending

Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization

Alexander Montes McNeil, Alexander V. Kildishev, Alexandra Boltasseva, Blake A. Wilson, Daksh Kumar Singh, Geetika Chitturi, Jae-Ik Choi, Michael Bezick, Michael Moebius, Peigang Chen, Pravin Mahendran, Rohan Ojha, Taehyuk Park, Trang Do, Vaishnavi Iyer, Vladimir M. Shalaev, Wenshan Cai, Yongmin Liu, Yuheng Chen

arxiv:2506.20056 v2 · 2025-06-24 · physics.optics · 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{AG26XGWL5QT3LMEUIUTUP4SLNK}

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	2026-07-05T11:43:33.080242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01b5eb9acbec27b5b094452747f24b6aa389236577567967acbd6a4bb78496e9

Aliases

arxiv: 2506.20056 · arxiv_version: 2506.20056v2 · doi: 10.48550/arxiv.2506.20056 · pith_short_12: AG26XGWL5QT3 · pith_short_16: AG26XGWL5QT3LMEU · pith_short_8: AG26XGWL

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/AG26XGWL5QT3LMEUIUTUP4SLNK \
  | 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: 01b5eb9acbec27b5b094452747f24b6aa389236577567967acbd6a4bb78496e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ca4ae2d05a66ba871b73be83d5eb77c26f2038a092ca9caa1db640d514eb12",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2025-06-24T23:32:54Z",
    "title_canon_sha256": "d6657f02e9f2fef3889afbd5dcd20d957e9cc010f4637407edbc9bde244583ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20056",
    "kind": "arxiv",
    "version": 2
  }
}