Pith Number

pith:FPMBACRS

pith:2020:FPMBACRSJ5CBGNUQ4DYIHN7JNI

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Efficient Measurement of Quantum Devices

D.M. Zumb\"uhl, D. Sejdinovic, D.T. Lennon, F. Vigneau, G.A.D. Briggs, H. Moon, L.C. Camenzind, L. Yu, M.A. Osborne, N. Ares, S.B. Orbell, V. Nguyen

arxiv:2009.14825 v1 · 2020-09-30 · cond-mat.mes-hall · cs.LG · quant-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPMBACRSJ5CBGNUQ4DYIHN7JNI}

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	2026-07-05T02:55:52.798613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bd8100a324f44133690e0f083b7e96a38ba230196244614459a9a20b8b39211

Aliases

arxiv: 2009.14825 · arxiv_version: 2009.14825v1 · doi: 10.48550/arxiv.2009.14825 · pith_short_12: FPMBACRSJ5CB · pith_short_16: FPMBACRSJ5CBGNUQ · pith_short_8: FPMBACRS

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/FPMBACRSJ5CBGNUQ4DYIHN7JNI \
  | 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: 2bd8100a324f44133690e0f083b7e96a38ba230196244614459a9a20b8b39211

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0e9dd40aa86d46a9a8c1b32ea7cdae0396bfc2922265faa91376a6c9e3411d4",
    "cross_cats_sorted": [
      "cs.LG",
      "quant-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mes-hall",
    "submitted_at": "2020-09-30T17:55:49Z",
    "title_canon_sha256": "b7a6ad599259639317a628ed01421d07158054c28b84fdf81d711336e5a71994"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.14825",
    "kind": "arxiv",
    "version": 1
  }
}