Pith Number

pith:BGU2FTSL

pith:2021:BGU2FTSLDWMUGMMPPDG5MIRE2I

not attested not anchored not stored refs pending

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices

Adrian Alan Pol, Benjamin Hawks, Christian Herwig, Duc Hoang, Dylan Rankin, Edward Kreinar, Farah Fahim, Giuseppe Di Guglielmo, Hamza Javed, James Hirschauer, Javier Duarte, Jeffrey Krupa, Jennifer Ngadiuba, John Mamish, Josiah Hester, Luca P. Carloni, Manuel Blanco Valentin, Maurizio Pierini, Mia Liu, Nhan Tran, Philip Harris, Scott Hauck, Seda Orgrenci-Memik, Sergo Jindariani, Shih-Chieh Hsu, Sioni Summers, Thea Aarrestad, Vladimir Loncar, Yingyi Luo, Zhenbin Wu

arxiv:2103.05579 v3 · 2021-03-09 · cs.LG · cs.AR · physics.ins-det

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BGU2FTSLDWMUGMMPPDG5MIRE2I}

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.

Cited by

6 papers in Pith

The impact of source and survey modelling on the connection between [O III] emitters and Ly $\alpha$ forest transmission at z ~ 6

WaveDriver: a Laser Guide Star AO System for HWO

da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs

On-chip probabilistic inference for charged-particle tracking at the sensor edge

HGQ-LUT: Fast LUT-Aware Training and Efficient Architectures for DNN Inference

Receipt and verification

First computed	2026-07-05T02:25:40.791282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09a9a2ce4b1d9943318f78cdd62224d2007e4e527ab5799782d510caa5344536

Aliases

arxiv: 2103.05579 · arxiv_version: 2103.05579v3 · doi: 10.48550/arxiv.2103.05579 · pith_short_12: BGU2FTSLDWMU · pith_short_16: BGU2FTSLDWMUGMMP · pith_short_8: BGU2FTSL

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/BGU2FTSLDWMUGMMPPDG5MIRE2I \
  | 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: 09a9a2ce4b1d9943318f78cdd62224d2007e4e527ab5799782d510caa5344536

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa3866b6768c49af64ebc589d1b9e353b8816c3f38a102f5310dfb96c23c76a3",
    "cross_cats_sorted": [
      "cs.AR",
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-09T17:34:44Z",
    "title_canon_sha256": "0db87984d74b2549486defab2d18cfe84c927a128c98932010d5cf29133798bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.05579",
    "kind": "arxiv",
    "version": 3
  }
}