Pith Number

pith:5MF7HQME

pith:2024:5MF7HQME4MVLNZGNRFY3PBHYHD

not attested not anchored not stored refs pending

Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers

Haixu Wu, Hang Zhou, Haowen Wang, Mingsheng Long, Yuezhou Ma

arxiv:2405.17527 v5 · 2024-05-27 · cs.LG · cs.AI · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5MF7HQME4MVLNZGNRFY3PBHYHD}

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

7 papers in Pith

LSR-Net: Long-Short-Range Operator Learning for Pattern Dynamics on Manifolds

Spectral-inspired Operator Learning with Limited Data and Unknown Physics

SuperWing: a comprehensive transonic wing dataset for data-driven aerodynamic design

Latent Generative Solvers for Generalizable Long-Term Physics Simulation

MVNN: A Measure-Valued Neural Network for Learning McKean-Vlasov Dynamics from Particle Data

Receipt and verification

First computed	2026-07-05T12:04:26.816187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb0bf3c184e32ab6e4cd8971b784f838c0bc5e7b8f9e8b32b2096f005c44f865

Aliases

arxiv: 2405.17527 · arxiv_version: 2405.17527v5 · doi: 10.48550/arxiv.2405.17527 · pith_short_12: 5MF7HQME4MVL · pith_short_16: 5MF7HQME4MVLNZGN · pith_short_8: 5MF7HQME

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/5MF7HQME4MVLNZGNRFY3PBHYHD \
  | 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: eb0bf3c184e32ab6e4cd8971b784f838c0bc5e7b8f9e8b32b2096f005c44f865

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24b1964a32af7c8d3c7fd6ae3516d163e273bebc89c5f27040afcbd042cef0b7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T15:34:35Z",
    "title_canon_sha256": "5ab4cc16b208f4a6914e3f9889ad229a4f4cd4a65b4b1bb48e45e392c0d05e16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17527",
    "kind": "arxiv",
    "version": 5
  }
}