Pith Number

pith:XAZIUYEZ

pith:2025:XAZIUYEZ4JJ324JKK2FFO2S4CM

not attested not anchored not stored refs pending

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering

Bo Pan, Bo Zhang, Han Liu, Jinyuan Mao, Ke Wang, Minfeng Zhu, Wei Chen, Weifeng Chen, Xiuqi Huang, Yiyao Wang, Yuxin Liu

arxiv:2506.18407 v2 · 2025-06-23 · cs.GR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XAZIUYEZ4JJ324JKK2FFO2S4CM}

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.

Cited by

1 paper in Pith

SASAV: Self-Directed Agent for Scientific Analysis and Visualization

Receipt and verification

First computed	2026-07-05T12:07:08.883058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8328a6099e253bd712a568a576a5c130cbe312d625d997b37897d62b501be18

Aliases

arxiv: 2506.18407 · arxiv_version: 2506.18407v2 · doi: 10.48550/arxiv.2506.18407 · pith_short_12: XAZIUYEZ4JJ3 · pith_short_16: XAZIUYEZ4JJ324JK · pith_short_8: XAZIUYEZ

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/XAZIUYEZ4JJ324JKK2FFO2S4CM \
  | 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: b8328a6099e253bd712a568a576a5c130cbe312d625d997b37897d62b501be18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31934c7937cc1d7f82921bda1577a0de19ea69f547cd62e7697f9c90908d797a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GR",
    "submitted_at": "2025-06-23T08:42:57Z",
    "title_canon_sha256": "8ef9823f231d50d2b6f9df5e92a94e9220d0c620cc10df3287638b5de8f49863"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18407",
    "kind": "arxiv",
    "version": 2
  }
}