Pith Number

pith:2CQMM4T5

pith:2021:2CQMM4T5QDKJTYZUKKU4OR3WVY

not attested not anchored not stored refs pending

Applications and Techniques for Fast Machine Learning in Science

Allison McCarn Deiana (coordinator), Amir Gholami, Andres Meza, Anne-Sophie Berthold, Anthony Aportela, Ashish Sharma, Babar Khan, Belinavon Krosigk, Benjamin Hawks, Burt Holzman, Caterina Doglioni, Christian Herwig, Daniel Diaz, Davide Giri, Dmitri Strukov, Duc Hoang, Dylan Rankin, Ekaterina Govorkova, Elham E Khoda, Eric Moreno, Erik Katsavounidis, Ethan Marx, Farah Fahim, Farouk Mokhtar, Gianantonio Pezzullo, Giuseppe Di Guglielmo, Iris Johnson, Javier Duarte, Jean-Roch Vlimant, Jeffrey Krupa, Jennifer Ngadiuba, Joshua Agar, Jovan Mitrevski, Jurgen Becker, Justin Selig, Kai Lukas Unger, Kate Scholberg, Kin Ho Lo, Kyle J Hazelwood, Leonardo Cristella, Maria Acosta Flechas, Maria Domenica Galati, Mark S. Neubauer, Markus Diefenthaler, Maurizio Pierini, Mia Liu, Michaela Blott, Mohammed Attia Mohammed, Nhan Tran (coordinator), Nick Fritzsche, Noah Palladino, Olivia Weng, Pan Li, Patrick McCormack, Philip Harris, Pietro Vischia, Raghav Kansal, Ricardo Vilalta, Richard J. Bonventre, Rohin Narayan, Ryan A. Rivera, Ryan Kastner, Sandeep Madireddy, Sang Eon Park, Savannah Thais, Scott Hauck, Seda Ogrenci-Memik, Sehoon Kim, Sergo Jindariani, Seyedramin Rasoulinezhad, Shih-Chieh Hsu, Simon Rothman, Sioni Summers, Sougata Sen, Srishti Nagu, Steffen Bahr, Subramanian Ramamoorthy, Thea Aarrestad, Thomas Calvet, Thomas Klijnsma, Thomas K. Warburton, Tomas E. Muller Bravo, Tri Nguyen, William Tang, Yaling Liu, Zhen Dong, Zhiqiang Que

arxiv:2110.13041 v1 · 2021-10-25 · cs.LG · cs.AR · physics.data-an · 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{2CQMM4T5QDKJTYZUKKU4OR3WVY}

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	2026-07-05T05:38:40.941462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0a0c6727d80d499e33452a9c74776ae1ec5fb262b9fb3ee4aad7b3d22ca6861

Aliases

arxiv: 2110.13041 · arxiv_version: 2110.13041v1 · doi: 10.48550/arxiv.2110.13041 · pith_short_12: 2CQMM4T5QDKJ · pith_short_16: 2CQMM4T5QDKJTYZU · pith_short_8: 2CQMM4T5

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/2CQMM4T5QDKJTYZUKKU4OR3WVY \
  | 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: d0a0c6727d80d499e33452a9c74776ae1ec5fb262b9fb3ee4aad7b3d22ca6861

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feb99c3b8e69376bf94bcda675f5c52b15e4893e8a7aadb3d6025221ad20e0d1",
    "cross_cats_sorted": [
      "cs.AR",
      "physics.data-an",
      "physics.ins-det"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-25T15:25:25Z",
    "title_canon_sha256": "cf4ff0eeee897999227d0459a4f7f62f757a5fbd27840abcc101d4b898088c12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13041",
    "kind": "arxiv",
    "version": 1
  }
}