Pith. sign in
Pith Number

pith:V7VJK33F

pith:2025:V7VJK33FTUQHN2ZGMIIS5RCUAS
not attested not anchored not stored refs pending

Robust PDE discovery under sparse and highly noisy conditions via attention neural networks

Nianyu Yi, Shihan Zhang, Shilin Zhang, Yunqing Huang

arxiv:2506.17908 v1 · 2025-06-22 · math.NA · cs.NA

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\usepackage{pith}
\pithnumber{V7VJK33FTUQHN2ZGMIIS5RCUAS}

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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 2026-07-05T11:25:25.298061Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

afea956f659d2076eb2662112ec45404a622776be5bd77b539bfaab82205dbe9

Aliases

arxiv: 2506.17908 · arxiv_version: 2506.17908v1 · doi: 10.48550/arxiv.2506.17908 · pith_short_12: V7VJK33FTUQH · pith_short_16: V7VJK33FTUQHN2ZG · pith_short_8: V7VJK33F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V7VJK33FTUQHN2ZGMIIS5RCUAS \
  | 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: afea956f659d2076eb2662112ec45404a622776be5bd77b539bfaab82205dbe9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1611b8f6e8df74f27f3feb7662d69534e1daadb25f00c957a74e3f3076491aab",
    "cross_cats_sorted": [
      "cs.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2025-06-22T06:06:51Z",
    "title_canon_sha256": "0077cb16ce8df663d596aa115147033adc4493a22a9d67421212eed625fd6c03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17908",
    "kind": "arxiv",
    "version": 1
  }
}