Pith. sign in
Pith Number

pith:DYQGSXRN

pith:2025:DYQGSXRNQGNWVLHJAF763PPDGL
not attested not anchored not stored refs pending

Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification

Jan Blechschmidt, Jan-F. Pietschmann, Martin Stoll, Max Winkler, Tom-Christian Riemer

arxiv:2505.04263 v1 · 2025-05-07 · cs.LG · cs.NA · math.NA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DYQGSXRNQGNWVLHJAF763PPDGL}

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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.
Receipt and verification
First computed 2026-07-05T10:59:38.965500Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1e20695e2d819b6aace9017fedbde332efbc1e0e0e340954b388cfe8e929ebbb

Aliases

arxiv: 2505.04263 · arxiv_version: 2505.04263v1 · doi: 10.48550/arxiv.2505.04263 · pith_short_12: DYQGSXRNQGNW · pith_short_16: DYQGSXRNQGNWVLHJ · pith_short_8: DYQGSXRN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DYQGSXRNQGNWVLHJAF763PPDGL \
  | 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: 1e20695e2d819b6aace9017fedbde332efbc1e0e0e340954b388cfe8e929ebbb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc2e5ce95652ba9e88b0038855a252d09fd495c81f7e4dd90cdba08c32d58746",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-07T09:13:00Z",
    "title_canon_sha256": "aec6324b94e34faca6ac032ce2dd5fb9669ce2ae751b20edd81cad7ba0248e7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04263",
    "kind": "arxiv",
    "version": 1
  }
}