Pith Number

pith:YYZZRNCR

pith:2020:YYZZRNCRITI6XOBAIFTD5P25YY

not attested not anchored not stored refs pending

Iterative Retraining of Quantum Spin Models Using Recurrent Neural Networks

Christopher Roth

arxiv:2003.06228 v1 · 2020-03-09 · physics.comp-ph · cond-mat.dis-nn · cond-mat.str-el

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YYZZRNCRITI6XOBAIFTD5P25YY}

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

4 papers in Pith

Time-dependent Neural Galerkin Method for Quantum Dynamics

Graph-Theoretic Analysis of Phase Optimization Complexity in Variational Wave Functions for Heisenberg Antiferromagnets

Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo

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

Receipt and verification

First computed	2026-07-05T00:47:44.814021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c63398b45144d1ebb82041663ebf5dc625f2b2de7f879104fb11fea5c9e1eb79

Aliases

arxiv: 2003.06228 · arxiv_version: 2003.06228v1 · doi: 10.48550/arxiv.2003.06228 · pith_short_12: YYZZRNCRITI6 · pith_short_16: YYZZRNCRITI6XOBA · pith_short_8: YYZZRNCR

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/YYZZRNCRITI6XOBAIFTD5P25YY \
  | 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: c63398b45144d1ebb82041663ebf5dc625f2b2de7f879104fb11fea5c9e1eb79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5a64048667562a4f4bf095583bded63b71552b6e1dba6f94c6bdd8964416571",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.str-el"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2020-03-09T18:05:47Z",
    "title_canon_sha256": "336cbd445b9139c38972851e47ecd94b35b15c337c572986f8d78b8cd9f26e04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.06228",
    "kind": "arxiv",
    "version": 1
  }
}