Pith Number

pith:JO5FZNUL

pith:2026:JO5FZNUL2X6NYOG2PD6VFL3VFV

not attested not anchored not stored refs pending

Buffer-Parameterized Machine Learning Surrogate Models for Cross-Technology Signal Integrity Analysis and Optimization

Emre Ecik, Julian With\"oft, J\"urgen G\"otze, Ralf Br\"uning, Werner John

arxiv:2605.18170 v1 · 2026-05-18 · eess.SP · cs.CE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JO5FZNUL2X6NYOG2PD6VFL3VFV}

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	2026-05-20T00:05:49.188942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bba5cb68bd5fcdc38da78fd52af752d70c18133a0f1ac5de9b6b01232cf6349

Aliases

arxiv: 2605.18170 · arxiv_version: 2605.18170v1 · doi: 10.48550/arxiv.2605.18170 · pith_short_12: JO5FZNUL2X6N · pith_short_16: JO5FZNUL2X6NYOG2 · pith_short_8: JO5FZNUL

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/JO5FZNUL2X6NYOG2PD6VFL3VFV \
  | 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: 4bba5cb68bd5fcdc38da78fd52af752d70c18133a0f1ac5de9b6b01232cf6349

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfd0e0057758e80fab7447e91888f6cc5f821617610fc5e1eac1553228150a77",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2026-05-18T10:12:57Z",
    "title_canon_sha256": "8e4fc00e905a9581a0955bc129e06a984d946323d6119a8650d2f727dbe957e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18170",
    "kind": "arxiv",
    "version": 1
  }
}