Pith Number

pith:OAG6QGT7

pith:2024:OAG6QGT72FKDKN52PRFKQYZYA6

not attested not anchored not stored refs pending

When can classical neural networks represent quantum states?

John Preskill, Mehdi Soleimanifar, Tai-Hsuan Yang, Thiago Bergamaschi

arxiv:2410.23152 v1 · 2024-10-30 · quant-ph · cond-mat.str-el · cs.LG

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\usepackage{pith}
\pithnumber{OAG6QGT72FKDKN52PRFKQYZYA6}

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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

5 papers in Pith

Mechanistic Interpretability and Causal Feature Steering of Neural Quantum States via Sparse Autoencoders

Learning quantum ground states in the space of measurement outcomes

WF-Bench: A Benchmark for Neural Network WaveFunction Expressivity and Scaling Laws

Quantum Complexity and New Directions in Nuclear Physics and High-Energy Physics Phenomenology

Geometry-Induced Long-Range Correlations in Recurrent Neural Network Quantum States

Receipt and verification

First computed	2026-07-05T09:28:41.623780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

700de81a7fd1543537ba7c4aa8633807bd70334193e6431dd105b1f71ab8b271

Aliases

arxiv: 2410.23152 · arxiv_version: 2410.23152v1 · doi: 10.48550/arxiv.2410.23152 · pith_short_12: OAG6QGT72FKD · pith_short_16: OAG6QGT72FKDKN52 · pith_short_8: OAG6QGT7

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/OAG6QGT72FKDKN52PRFKQYZYA6 \
  | 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: 700de81a7fd1543537ba7c4aa8633807bd70334193e6431dd105b1f71ab8b271

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5979134e3d996a5fd2b4e6d8c5b3c257a8f5152cf210b75b4d35c535508d427a",
    "cross_cats_sorted": [
      "cond-mat.str-el",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-10-30T16:06:53Z",
    "title_canon_sha256": "cff62760f935d81e428b587b7c9198a48afdc29768397e98bc0147661f03961e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23152",
    "kind": "arxiv",
    "version": 1
  }
}