Pith Number

pith:INIQUM34

pith:2024:INIQUM34XBF4CBU3LBHUTV3ZRL

not attested not anchored not stored refs pending

Learnable Activation Functions in Physics-Informed Neural Networks for Solving Partial Differential Equations

Afrah Farea, Mustafa Serdar Celebi

arxiv:2411.15111 v4 · 2024-11-22 · cs.NE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{INIQUM34XBF4CBU3LBHUTV3ZRL}

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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

1 paper in Pith

Physics informed operator learning of parameter dependent spectra

Receipt and verification

First computed	2026-07-05T11:20:48.159622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43510a337cb84bc1069b584f49d7798acc7c1998414a645937d2bad388baef66

Aliases

arxiv: 2411.15111 · arxiv_version: 2411.15111v4 · doi: 10.48550/arxiv.2411.15111 · pith_short_12: INIQUM34XBF4 · pith_short_16: INIQUM34XBF4CBU3 · pith_short_8: INIQUM34

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/INIQUM34XBF4CBU3LBHUTV3ZRL \
  | 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: 43510a337cb84bc1069b584f49d7798acc7c1998414a645937d2bad388baef66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24a011d52ddaa7c7890d59a6f68c3383e2ea5502fc17bbc25097157a364d1633",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-11-22T18:25:13Z",
    "title_canon_sha256": "6de59b2beccfefa4599595cb74c8909ab21ea5b3a5dd86adfc445c6caa08bc4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15111",
    "kind": "arxiv",
    "version": 4
  }
}