Pith Number

pith:QYIH3MTK

pith:2024:QYIH3MTKGZO2TY7ASCCJXTDOIV

not attested not anchored not stored refs pending

Learning Flock: Enhancing Sets of Particles for Multi~Sub-State Particle Filtering with Neural Augmentation

Itai Nuri, Nir Shlezinger

arxiv:2408.11348 v1 · 2024-08-21 · eess.SP · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QYIH3MTKGZO2TY7ASCCJXTDOIV}

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.

Cited by

1 paper in Pith

Integrated Radio Sensing Capabilities for 6G Networks: AI/ML Perspective

Receipt and verification

First computed	2026-07-05T08:57:42.317619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86107db26a365da9e3e090849bcc6e455be1cc8a22c61179198cb24b5452e3d8

Aliases

arxiv: 2408.11348 · arxiv_version: 2408.11348v1 · doi: 10.48550/arxiv.2408.11348 · pith_short_12: QYIH3MTKGZO2 · pith_short_16: QYIH3MTKGZO2TY7A · pith_short_8: QYIH3MTK

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/QYIH3MTKGZO2TY7ASCCJXTDOIV \
  | 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: 86107db26a365da9e3e090849bcc6e455be1cc8a22c61179198cb24b5452e3d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dc0f29f1b075ae18192438f2269a69b2268e938078ee6071667b896e36aba01",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-08-21T05:28:12Z",
    "title_canon_sha256": "fc81e4caef0fa7cf457e64297193c5b9c489b30df87bdbc8d9ad175f1ac12a68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11348",
    "kind": "arxiv",
    "version": 1
  }
}