Pith Number

pith:LZC2JMKD

pith:2019:LZC2JMKDV52U6M3XJ4H43GN6NM

not attested not anchored not stored refs pending

Interpretable PID Parameter Tuning for Control Engineering using General Dynamic Neural Networks: An Extensive Comparison

Elias Reichensd\"orfer, Johannes G\"unther, Klaus Diepold, Patrick M. Pilarski

arxiv:1905.13268 v3 · 2019-05-30 · cs.LG · cs.SY · eess.SY · 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{LZC2JMKDV52U6M3XJ4H43GN6NM}

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.

Receipt and verification

First computed	2026-06-04T20:14:33.994923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e45a4b143af754f33774f0fcd99be6b1a901700b1107f6a38d79c2d37bf62e8

Aliases

arxiv: 1905.13268 · arxiv_version: 1905.13268v3 · doi: 10.48550/arxiv.1905.13268 · pith_short_12: LZC2JMKDV52U · pith_short_16: LZC2JMKDV52U6M3X · pith_short_8: LZC2JMKD

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/LZC2JMKDV52U6M3XJ4H43GN6NM \
  | 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: 5e45a4b143af754f33774f0fcd99be6b1a901700b1107f6a38d79c2d37bf62e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40f015ea9c89cd9c8d29f176a1ec8b4bc6a5dac975f62183119628dc5dfd4a01",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-30T19:26:10Z",
    "title_canon_sha256": "3ba1889ad12dfb73073e6d0ada1007dba10b015d323029275dd77b033ca427d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13268",
    "kind": "arxiv",
    "version": 3
  }
}