Pith Number

pith:AFYQOZXN

pith:2019:AFYQOZXNJJAUPUI63RH72NY7Z3

not attested not anchored not stored refs pending

When does reinforcement learning stand out in quantum control? A comparative study on state preparation

Raza Asad, Xiao-Ming Zhang, Xin Wang, Xu-Chen Yang, Zezhu Wei

arxiv:1902.02157 v2 · 2019-02-06 · 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{AFYQOZXNJJAUPUI63RH72NY7Z3}

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

Push-Pull Optimization of Quantum Controls

Receipt and verification

First computed	2026-07-05T02:37:39.731212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01710766ed4a4147d11edc4ffd371fceede59b947b1d731b599160b3e028de78

Aliases

arxiv: 1902.02157 · arxiv_version: 1902.02157v2 · doi: 10.48550/arxiv.1902.02157 · pith_short_12: AFYQOZXNJJAU · pith_short_16: AFYQOZXNJJAUPUI6 · pith_short_8: AFYQOZXN

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/AFYQOZXNJJAUPUI63RH72NY7Z3 \
  | 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: 01710766ed4a4147d11edc4ffd371fceede59b947b1d731b599160b3e028de78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45fd8555dabf0ae6963f98a0155db37a1ce7d1a741329cb6590c0b4fe38828ae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2019-02-06T13:18:35Z",
    "title_canon_sha256": "9787d7ebc4396ac49daaef06ab005c023175be7fd9589bf101dd3783d5f3b8ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.02157",
    "kind": "arxiv",
    "version": 2
  }
}