Pith Number

pith:ODVMXKM6

pith:2025:ODVMXKM6DPLQYPQ6ROT6SAMMA5

not attested not anchored not stored refs pending

AIS-LLM: A Unified Framework for Maritime Trajectory Prediction, Anomaly Detection, and Collision Risk Assessment with Explainable Forecasting

Deukjae Cho, Dong-Geol Choi, Hyobin Park, Hyunsoo Choi, Jinwook Jung, Minseok Seo, Sekil Park

arxiv:2508.07668 v1 · 2025-08-11 · 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{ODVMXKM6DPLQYPQ6ROT6SAMMA5}

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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.

Cited by

3 papers in Pith

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

CmIVTP: Cross-modal Interaction-based Vessel Trajectory Prediction for Maritime Intelligence

When control meets large language models: From words to dynamics

Receipt and verification

First computed	2026-07-05T11:51:50.204595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70eacba99e1bd70c3e1e8ba7e9018c0779275e5b19d6e8a102f414663e5a1a49

Aliases

arxiv: 2508.07668 · arxiv_version: 2508.07668v1 · doi: 10.48550/arxiv.2508.07668 · pith_short_12: ODVMXKM6DPLQ · pith_short_16: ODVMXKM6DPLQYPQ6 · pith_short_8: ODVMXKM6

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/ODVMXKM6DPLQYPQ6ROT6SAMMA5 \
  | 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: 70eacba99e1bd70c3e1e8ba7e9018c0779275e5b19d6e8a102f414663e5a1a49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05a30493ae2df4bce9669282f1eba5982dc1ae0cc3dc9388add3476d2444d3e5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T06:39:45Z",
    "title_canon_sha256": "df4eaacce67eb9cca42bda33e0decde861e180a8c8f714cd37572014a6348c05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07668",
    "kind": "arxiv",
    "version": 1
  }
}