Pith Number

pith:SWR3KMVV

pith:2024:SWR3KMVVS7R4XFUSVKTFB3EQAR

not attested not anchored not stored refs pending

Neural Network-based High-index Saddle Dynamics Method for Searching Saddle Points and Solution Landscape

Jin Zhao, Lei Zhang, Yuankai Liu

arxiv:2411.16200 v1 · 2024-11-25 · 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{SWR3KMVVS7R4XFUSVKTFB3EQAR}

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	2026-07-05T09:40:05.730267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95a3b532b597e3cb9692aaa650ec90046e0378ea19ff7d5d20bd72eff700d5db

Aliases

arxiv: 2411.16200 · arxiv_version: 2411.16200v1 · doi: 10.48550/arxiv.2411.16200 · pith_short_12: SWR3KMVVS7R4 · pith_short_16: SWR3KMVVS7R4XFUS · pith_short_8: SWR3KMVV

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/SWR3KMVVS7R4XFUSVKTFB3EQAR \
  | 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: 95a3b532b597e3cb9692aaa650ec90046e0378ea19ff7d5d20bd72eff700d5db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0f8c186e771adf295dd4654801b459a9a27ba80ea8d3905c74281d6fead85a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T08:57:05Z",
    "title_canon_sha256": "8bfe1bdc0045c1cebf7a8980e188ec8ac3bcc394f0013f245eda9bf19ae46ff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16200",
    "kind": "arxiv",
    "version": 1
  }
}