Pith Number

pith:FT4B6HEW

pith:2014:FT4B6HEWOMMZYRULMDSYA43777

not attested not anchored not stored refs pending

An exact mapping between the Variational Renormalization Group and Deep Learning

David J. Schwab, Pankaj Mehta

arxiv:1410.3831 v1 · 2014-10-14 · stat.ML · cond-mat.stat-mech · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FT4B6HEWOMMZYRULMDSYA43777}

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

6 papers in Pith

Group Convolutional Neural Network for the Low-Energy Spectrum in the Quantum Dimer Model

Dreaming up scale invariance via inverse renormalization group

Renormalization group for spectral collapse in random matrices with power-law variance profiles

Scaling Laws from Sequential Feature Recovery: A Solvable Hierarchical Model

Lecture Notes on Statistical Physics and Neural Networks

Receipt and verification

First computed	2026-05-18T02:40:03.770666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cf81f1c9673199c468b60e580737fffc6706c50115265dfca3777b7453cc67d

Aliases

arxiv: 1410.3831 · arxiv_version: 1410.3831v1 · doi: 10.48550/arxiv.1410.3831 · pith_short_12: FT4B6HEWOMMZ · pith_short_16: FT4B6HEWOMMZYRUL · pith_short_8: FT4B6HEW

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/FT4B6HEWOMMZYRULMDSYA43777 \
  | 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: 2cf81f1c9673199c468b60e580737fffc6706c50115265dfca3777b7453cc67d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7187219bf26e907f5283fe28b2b92106b7091e25a57a78ccb138ee0ac791e039",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-10-14T20:00:09Z",
    "title_canon_sha256": "fa3fbcc122c8dabcdf1a4c1f0c997a13835d7fc8f0179d0a8f901de24f7f4cb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1410.3831",
    "kind": "arxiv",
    "version": 1
  }
}