Pith Number

pith:BMK4PPGY

pith:2021:BMK4PPGYPCGCOPJT5VMSPJWCG4

not attested not anchored not stored refs pending

Long Expressive Memory for Sequence Modeling

Michael W. Mahoney, N. Benjamin Erichson, Siddhartha Mishra, T. Konstantin Rusch

arxiv:2110.04744 v2 · 2021-10-10 · cs.LG · math.DS · 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{BMK4PPGYPCGCOPJT5VMSPJWCG4}

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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

Process-Informed Forecasting of Complex Thermal Dynamics in Pharmaceutical Manufacturing

Time-Scale Coupling Between States and Parameters in Recurrent Neural Networks

Process-Informed Forecasting of Complex Thermal Dynamics in Pharmaceutical Manufacturing

Receipt and verification

First computed	2026-07-05T04:00:03.467527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b15c7bcd8788c273d33ed5927a6c23728580b4774bf3ac1b9d7169a940d7548

Aliases

arxiv: 2110.04744 · arxiv_version: 2110.04744v2 · doi: 10.48550/arxiv.2110.04744 · pith_short_12: BMK4PPGYPCGC · pith_short_16: BMK4PPGYPCGCOPJT · pith_short_8: BMK4PPGY

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/BMK4PPGYPCGCOPJT5VMSPJWCG4 \
  | 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: 0b15c7bcd8788c273d33ed5927a6c23728580b4774bf3ac1b9d7169a940d7548

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38989a55f9fbf52646eec4d963151c3b2a09b25f4ddd4f5714d9321543e35cff",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-10T09:43:02Z",
    "title_canon_sha256": "4a25bac3b5358d8cc76a7085ca20ba733ccd74614c9737e3a4ac8200e45a5524"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04744",
    "kind": "arxiv",
    "version": 2
  }
}