Pith Number

pith:IUHKXRCF

pith:2023:IUHKXRCFSBAAUPEDGPXZDGGJRE

not attested not anchored not stored refs pending

A Deep Learning Technique to Control the Non-linear Dynamics of a Gravitational-wave Interferometer

Gabriele Vajente, Peter Xiangyuan Ma

arxiv:2302.07921 v1 · 2023-02-15 · cs.LG · astro-ph.IM · gr-qc

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IUHKXRCFSBAAUPEDGPXZDGGJRE}

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

1 paper in Pith

Can Transformers help us perform parameter estimation of overlapping signals in gravitational wave detectors?

Receipt and verification

First computed	2026-07-05T05:42:31.928275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

450eabc44590400a3c8333ef9198c98920c1a0c5623ddf71d8f890893f863767

Aliases

arxiv: 2302.07921 · arxiv_version: 2302.07921v1 · doi: 10.48550/arxiv.2302.07921 · pith_short_12: IUHKXRCFSBAA · pith_short_16: IUHKXRCFSBAAUPED · pith_short_8: IUHKXRCF

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/IUHKXRCFSBAAUPEDGPXZDGGJRE \
  | 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: 450eabc44590400a3c8333ef9198c98920c1a0c5623ddf71d8f890893f863767

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6bb5f2c6a96032b047361fe772bb6062bab420290290b87e53ab28957bb4a7c",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "gr-qc"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-15T19:47:56Z",
    "title_canon_sha256": "55a48583834ad3c21fffa1515fa902f180480e02e4c58a3891bb5e01fc263658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07921",
    "kind": "arxiv",
    "version": 1
  }
}