Pith Number

pith:DJJHC3R7

pith:2025:DJJHC3R7UTBFGHNR6HHNWQ5VSN

not attested not anchored not stored refs pending

Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation

Benjamin Dillenburger, Reza kakooee

arxiv:2502.04407 v1 · 2025-02-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJJHC3R7UTBFGHNR6HHNWQ5VSN}

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	2026-07-05T10:10:51.174509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a52716e3fa4c2531db1f1cedb43b5934f9c54a041d9c470e1abe7c54826c142

Aliases

arxiv: 2502.04407 · arxiv_version: 2502.04407v1 · doi: 10.48550/arxiv.2502.04407 · pith_short_12: DJJHC3R7UTBF · pith_short_16: DJJHC3R7UTBFGHNR · pith_short_8: DJJHC3R7

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/DJJHC3R7UTBFGHNR6HHNWQ5VSN \
  | 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: 1a52716e3fa4c2531db1f1cedb43b5934f9c54a041d9c470e1abe7c54826c142

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85cc18fa313aa6cdffb973604e0fd67356b62dab81e24c0e0edaf003029cf3f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T09:35:24Z",
    "title_canon_sha256": "f0cc5ca855933bd751b4f7fda0230c180ba4feb9c8cc453fd9999037f6bde1a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04407",
    "kind": "arxiv",
    "version": 1
  }
}