Pith Number

pith:53Z5F64I

pith:2021:53Z5F64ICKCE2UTV2IHS5WHUOI

not attested not anchored not stored refs pending

A hybrid approach for dynamically training a torque prediction model for devising a human-machine interface control strategy

Arndt F. Schilling, Michael Ernst, Robert H. Foerster, Rodrigo M.Carnier, Sharmita Dey, Takashi Yoshida, Thomas Schmalz

arxiv:2110.03085 v1 · 2021-10-06 · cs.CE

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

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\usepackage{pith}
\pithnumber{53Z5F64ICKCE2UTV2IHS5WHUOI}

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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

On the Role of Inductive Bias in Time-Series Pretraining: A Case Study in Learning Generalizable Representations for Clinical Time Series

Receipt and verification

First computed	2026-07-05T03:20:39.407673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eef3d2fb8812844d5275d20f2ed8f47230215c1282df995ff832fb94dd1e5c81

Aliases

arxiv: 2110.03085 · arxiv_version: 2110.03085v1 · doi: 10.48550/arxiv.2110.03085 · pith_short_12: 53Z5F64ICKCE · pith_short_16: 53Z5F64ICKCE2UTV · pith_short_8: 53Z5F64I

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/53Z5F64ICKCE2UTV2IHS5WHUOI \
  | 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: eef3d2fb8812844d5275d20f2ed8f47230215c1282df995ff832fb94dd1e5c81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e50ee6a482766ef1bff12b453c8d2045eecaf4abd1223c0f73d10e29216fce20",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2021-10-06T22:27:25Z",
    "title_canon_sha256": "5325d81866b761c89d1e7da3a3f006c8232d8c7e5b40e04c130a5e6a00808d48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03085",
    "kind": "arxiv",
    "version": 1
  }
}