Pith Number

pith:F3E7HCA2

pith:2025:F3E7HCA22LM4ZQK3CRBX4ZESIW

not attested not anchored not stored refs pending

Inverse design of the transmission matrix in a random system using Reinforcement Learning

Yuhao Kang

arxiv:2506.13057 v1 · 2025-06-16 · physics.optics · cond-mat.dis-nn · cs.LG · physics.app-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{F3E7HCA22LM4ZQK3CRBX4ZESIW}

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	2026-07-05T11:22:04.456592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ec9f3881ad2d9ccc15b14437e649245a5cddab5fdfb59f4f2edc3c1bfa4ba86

Aliases

arxiv: 2506.13057 · arxiv_version: 2506.13057v1 · doi: 10.48550/arxiv.2506.13057 · pith_short_12: F3E7HCA22LM4 · pith_short_16: F3E7HCA22LM4ZQK3 · pith_short_8: F3E7HCA2

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/F3E7HCA22LM4ZQK3CRBX4ZESIW \
  | 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: 2ec9f3881ad2d9ccc15b14437e649245a5cddab5fdfb59f4f2edc3c1bfa4ba86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c750bd6b78ca12e3c506db01673f7c6491106e756ab3507eea3cd9e41b1ec19e",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2025-06-16T02:58:56Z",
    "title_canon_sha256": "1aaf3783a8d0bb61e0940fdd92168f72302ab9bc4bc474722032b8c0ed52d6fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13057",
    "kind": "arxiv",
    "version": 1
  }
}