Pith Number

pith:S4MKGALC

pith:2026:S4MKGALCU67DWPV3KYBGEVRPH5

not attested not anchored not stored refs pending

Simulation-Driven Ensemble Machine Learning for Robust and Generalizable Path Loss Prediction

Ahmed P. Mohamed, Byunghyun Lee, Christopher R. Anderson, David J. Love, James V. Krogmeier, Yaguang Zhang

arxiv:2605.24655 v1 · 2026-05-23 · 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{S4MKGALCU67DWPV3KYBGEVRPH5}

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	2026-05-26T01:03:51.510061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9718a30162a7be3b3ebb560262562f3f52bd6ef11752cfc258666cfd4d5be355

Aliases

arxiv: 2605.24655 · arxiv_version: 2605.24655v1 · doi: 10.48550/arxiv.2605.24655 · pith_short_12: S4MKGALCU67D · pith_short_16: S4MKGALCU67DWPV3 · pith_short_8: S4MKGALC

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/S4MKGALCU67DWPV3KYBGEVRPH5 \
  | 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: 9718a30162a7be3b3ebb560262562f3f52bd6ef11752cfc258666cfd4d5be355

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ea118ecb973235e831cef785e41280111efd0345478860a2b4d7ee7b53acf3d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2026-05-23T16:54:59Z",
    "title_canon_sha256": "c66baec99581f897964c89af264cee52a8c419b5894928d0a3db080287f58b33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24655",
    "kind": "arxiv",
    "version": 1
  }
}