Pith Number

pith:CTJCBG5N

pith:2025:CTJCBG5NVU5356AHX5XYEEHVHS

not attested not anchored not stored refs pending

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic

Bo Liu, Runlong Li, Tian Su, Xiaoxiang Liang, Xinhao Yang, Yan Zhou, Yujun Zhang

arxiv:2507.00304 v1 · 2025-06-30 · cs.LG · cs.NI

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\usepackage{pith}
\pithnumber{CTJCBG5NVU5356AHX5XYEEHVHS}

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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

1 paper in Pith

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting

Receipt and verification

First computed	2026-07-05T11:30:05.970036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14d2209badad3bbef807bf6f8210f53c928416f146a2bb12b3aac36781053ba9

Aliases

arxiv: 2507.00304 · arxiv_version: 2507.00304v1 · doi: 10.48550/arxiv.2507.00304 · pith_short_12: CTJCBG5NVU53 · pith_short_16: CTJCBG5NVU5356AH · pith_short_8: CTJCBG5N

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/CTJCBG5NVU5356AHX5XYEEHVHS \
  | 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: 14d2209badad3bbef807bf6f8210f53c928416f146a2bb12b3aac36781053ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5e5d4753b4a00a9d869965c1e8d001c22a93b3b856b9f5013abeaeb70eaa7d9",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T22:44:07Z",
    "title_canon_sha256": "377f10b1dee395837a9574d8f87fc63cc31f9d23b09f45a8da188421c352fce3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00304",
    "kind": "arxiv",
    "version": 1
  }
}