Pith Number

pith:QS4PUFMG

pith:2024:QS4PUFMGT7XIFPI6A6VLIIXZWI

not attested not anchored not stored refs pending

MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data

Anthony Gruber, Dongseok Lee, Jaehyeon Park, Kookjin Lee, Mingu Kang, Noseong Park, Woojin Cho, Youngjoon Hong

arxiv:2410.06442 v1 · 2024-10-09 · 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{QS4PUFMGT7XIFPI6A6VLIIXZWI}

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

Toward a Robust and Generalizable Metamaterial Foundation Model

Receipt and verification

First computed	2026-07-05T09:18:01.677958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84b8fa15869fee82bd1e07aab422f9b239c610e9754f5686d4410fe68e100449

Aliases

arxiv: 2410.06442 · arxiv_version: 2410.06442v1 · doi: 10.48550/arxiv.2410.06442 · pith_short_12: QS4PUFMGT7XI · pith_short_16: QS4PUFMGT7XIFPI6 · pith_short_8: QS4PUFMG

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/QS4PUFMGT7XIFPI6A6VLIIXZWI \
  | 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: 84b8fa15869fee82bd1e07aab422f9b239c610e9754f5686d4410fe68e100449

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c52a6d3efacae8b47bb6df2b527b81ae9f97817dd08f679f5ed6cab32d470a01",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T00:52:00Z",
    "title_canon_sha256": "9bf70a8d9a40c6ef439ab3fe065a2978cae261a159a04b32762240e7acd96470"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06442",
    "kind": "arxiv",
    "version": 1
  }
}