Pith Number

pith:6PYN5BAA

pith:2023:6PYN5BAAY55DKXKEKOX2HXOO3V

not attested not anchored not stored refs pending

Symbolic Regression on FPGAs for Fast Machine Learning Inference

Adrian Alan Pol, Ekaterina Govorkova, Ho Fung Tsoi, Isobel Ojalvo, Maurizio Pierini, Miles Cranmer, Peter Elmer, Philip Harris, Sridhara Dasu, Vladimir Loncar

arxiv:2305.04099 v2 · 2023-05-06 · cs.LG · hep-ex · 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{6PYN5BAAY55DKXKEKOX2HXOO3V}

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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

1 paper in Pith

$\mathcal{CP}$-Analyses with Symbolic Regression

Receipt and verification

First computed	2026-07-05T08:19:56.325402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3f0de8400c77a355d4453afa3ddcedd44996bd8a5d14b808ed03fd56ca13efb

Aliases

arxiv: 2305.04099 · arxiv_version: 2305.04099v2 · doi: 10.48550/arxiv.2305.04099 · pith_short_12: 6PYN5BAAY55D · pith_short_16: 6PYN5BAAY55DKXKE · pith_short_8: 6PYN5BAA

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/6PYN5BAAY55DKXKEKOX2HXOO3V \
  | 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: f3f0de8400c77a355d4453afa3ddcedd44996bd8a5d14b808ed03fd56ca13efb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a80520ff5e9ef69a8d0c473ec930951f3f3eab3c597d1acddf0e41dce4eb43d3",
    "cross_cats_sorted": [
      "hep-ex",
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-06T17:04:02Z",
    "title_canon_sha256": "39182e142d36d59b78be583bc817237d0ca8b500579c3134c81d4e96bac82bf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04099",
    "kind": "arxiv",
    "version": 2
  }
}