Pith Number

pith:OOGEAFOX

pith:2023:OOGEAFOXE5B7BGOQOT7I6HY7IG

not attested not anchored not stored refs pending

Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps

Akash Doshi, Arash Behboodi, Ashwin Sampath, Joseph B. Soriaga, Juan Bucheli, June Namgoong, Ori Shental, Taesang Yoo, Thomas M. Hehn, Tribhuvanesh Orekondy

arxiv:2310.04570 v2 · 2023-10-06 · 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{OOGEAFOXE5B7BGOQOT7I6HY7IG}

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	2026-07-05T06:59:00.717862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

738c4015d72743f099d074fe8f1f1f41b0f218827fdc69ef34fa15aecf19800e

Aliases

arxiv: 2310.04570 · arxiv_version: 2310.04570v2 · doi: 10.48550/arxiv.2310.04570 · pith_short_12: OOGEAFOXE5B7 · pith_short_16: OOGEAFOXE5B7BGOQ · pith_short_8: OOGEAFOX

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/OOGEAFOXE5B7BGOQOT7I6HY7IG \
  | 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: 738c4015d72743f099d074fe8f1f1f41b0f218827fdc69ef34fa15aecf19800e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51e5b442f2337795ac0de63c542fca185996907afb97d4436a0174e18b9691bc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-06T20:17:40Z",
    "title_canon_sha256": "d134964cc95319626787c17f687657017a188619a61c5270ff8820418fd2ffa0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04570",
    "kind": "arxiv",
    "version": 2
  }
}