Pith Number

pith:STEX26LA

pith:2019:STEX26LAGUKRIIU4PA6Q6D4NU5

not attested not anchored not stored refs pending

Novel Suboptimal approaches for Hyperparameter Tuning of Deep Neural Network [under the shelf of Optical Communication]

M. A. Amirabadi

arxiv:1907.00036 v1 · 2019-06-26 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STEX26LAGUKRIIU4PA6Q6D4NU5}

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	2026-05-17T23:41:57.656066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94c97d7960351514229c783d0f0f8da75be6b0612efbdeceb99e8d7106bdda8c

Aliases

arxiv: 1907.00036 · arxiv_version: 1907.00036v1 · doi: 10.48550/arxiv.1907.00036 · pith_short_12: STEX26LAGUKR · pith_short_16: STEX26LAGUKRIIU4 · pith_short_8: STEX26LA

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/STEX26LAGUKRIIU4PA6Q6D4NU5 \
  | 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: 94c97d7960351514229c783d0f0f8da75be6b0612efbdeceb99e8d7106bdda8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0b09e993ac6d8c5b17cfa012272a26462b24246de1e27650a0e5b21919ef364",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2019-06-26T01:16:22Z",
    "title_canon_sha256": "194c350d2232250b2f3d82f36fbc876597535542c43eb1b2de3124b939dba0f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.00036",
    "kind": "arxiv",
    "version": 1
  }
}