Pith Number

pith:N6G5AGTL

pith:2025:N6G5AGTL4TWYFRVIND5QZW6FUV

not attested not anchored not stored refs pending

Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries

Ali Kashefi, Tapan Mukerji

arxiv:2504.06327 v2 · 2025-04-08 · cs.LG · physics.flu-dyn

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N6G5AGTL4TWYFRVIND5QZW6FUV}

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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

3 papers in Pith

LNN-PINN: A Unified Physics-Only Training Framework with Liquid Residual Blocks

Partition-of-Unity Gaussian Kolmogorov-Arnold Networks

Making Gaussian Kolmogorov-Arnold Networks Reliable and Accurate

Receipt and verification

First computed	2026-07-05T11:25:09.583533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f8dd01a6be4ed82c6a868fb0cdbc5a56b941bbba9dfb59ca49236454d8dae63

Aliases

arxiv: 2504.06327 · arxiv_version: 2504.06327v2 · doi: 10.48550/arxiv.2504.06327 · pith_short_12: N6G5AGTL4TWY · pith_short_16: N6G5AGTL4TWYFRVI · pith_short_8: N6G5AGTL

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/N6G5AGTL4TWYFRVIND5QZW6FUV \
  | 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: 6f8dd01a6be4ed82c6a868fb0cdbc5a56b941bbba9dfb59ca49236454d8dae63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fbd57e2d630f20b9fb98264bef27a25f39150acd775af1bf72c351e05e24e66",
    "cross_cats_sorted": [
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-08T12:31:57Z",
    "title_canon_sha256": "0eea9df814acbc12f284e8a8face17bd7f5f347984eb87dcb4819c8acfdd32db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.06327",
    "kind": "arxiv",
    "version": 2
  }
}