Pith Number

pith:WX6VBQY7

pith:2026:WX6VBQY7Y6P4R7MNEWLIX54E3M

not attested not anchored not stored refs pending

Circuit-Inspired High-Order Neural Networks with Unified Neural Dynamics Modeling for PDE Solving and Visual Perception

Baochang Zhang, Chunyu Xie, David Doermann, Guodong Guo, Jingying Yang, Jinhu L\"u, Juan Zhang, Linlin Yang, Long He, Tian Wang, Tongfei Chen

arxiv:2603.23977 v2 · 2026-03-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WX6VBQY7Y6P4R7MNEWLIX54E3M}

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.

Receipt and verification

First computed	2026-06-01T01:02:38.366168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5fd50c31fc79fc8fd8d25968bf784db33c425d715b61f48721435a78362fbee

Aliases

arxiv: 2603.23977 · arxiv_version: 2603.23977v2 · doi: 10.48550/arxiv.2603.23977 · pith_short_12: WX6VBQY7Y6P4 · pith_short_16: WX6VBQY7Y6P4R7MN · pith_short_8: WX6VBQY7

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/WX6VBQY7Y6P4R7MNEWLIX54E3M \
  | 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: b5fd50c31fc79fc8fd8d25968bf784db33c425d715b61f48721435a78362fbee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "982c0ebd583281c990a828ed959c28719e8c4155186bf9879a8973440f135254",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-25T06:17:31Z",
    "title_canon_sha256": "ec1d32b4c9155a2f5a41cecf0e6c492241bcff26280072dcc8699f42dc1803e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.23977",
    "kind": "arxiv",
    "version": 2
  }
}