Pith Number

pith:AYW7UKHC

pith:2024:AYW7UKHC2NPQS657U5I3EIH3YD

not attested not anchored not stored refs pending

MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration

Fengqi Liu, Kaijia Hu, Kunyuan Han, Ming Xu, Shuxin Bai, Xingyu Chen, Yahao Li, Yicong Ye, Ziqi Ni

arxiv:2411.08063 v1 · 2024-11-10 · physics.soc-ph · cond-mat.mtrl-sci · 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{AYW7UKHC2NPQS657U5I3EIH3YD}

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

ParetoPilot: Zero-Surrogate Offline Multi-Objective Optimization via Infer-Perturb-Guide Diffusion

Receipt and verification

First computed	2026-07-05T09:34:40.958404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

062dfa28e2d35f097bbfa751b220fbc0da37c7221a453860f1f509c842978cc7

Aliases

arxiv: 2411.08063 · arxiv_version: 2411.08063v1 · doi: 10.48550/arxiv.2411.08063 · pith_short_12: AYW7UKHC2NPQ · pith_short_16: AYW7UKHC2NPQS657 · pith_short_8: AYW7UKHC

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/AYW7UKHC2NPQS657U5I3EIH3YD \
  | 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: 062dfa28e2d35f097bbfa751b220fbc0da37c7221a453860f1f509c842978cc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a25ff2a1458fd9a9eabb5545124a793bbd366a43df1856a33b0646096bdc365e",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.soc-ph",
    "submitted_at": "2024-11-10T12:23:44Z",
    "title_canon_sha256": "f2675c6a18dea85560c86dc24f229b5a8b38a09ca581d1510bd8fa607b0036cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08063",
    "kind": "arxiv",
    "version": 1
  }
}