Pith Number

pith:SDJ5S5SI

pith:2024:SDJ5S5SISESI2VGONMDOMYKROT

not attested not anchored not stored refs pending

$\Gamma$-VAE: Curvature regularized variational autoencoders for uncovering emergent low dimensional geometric structure in high dimensional data

Christopher R. Myers, Erkan Narmanli, Itai Cohen, James P. Sethna, Jason Z. Kim, Joshua J. Waterfall, Nicolas Perrin-Gilbert, Paul Klein

arxiv:2403.01078 v1 · 2024-03-02 · cs.LG · cs.AI · physics.bio-ph · q-bio.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SDJ5S5SISESI2VGONMDOMYKROT}

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

2 papers in Pith

Charting the emergent low-dimensional manifold of quantum materials

Competing nonlinearities, criticality, and order-to-chaos transition in deep networks

Receipt and verification

First computed	2026-07-05T07:51:16.200261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90d3d9764891248d54ce6b06e6615174f138cf4b6d18d52c8dcebf46666aa12a

Aliases

arxiv: 2403.01078 · arxiv_version: 2403.01078v1 · doi: 10.48550/arxiv.2403.01078 · pith_short_12: SDJ5S5SISESI · pith_short_16: SDJ5S5SISESI2VGO · pith_short_8: SDJ5S5SI

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/SDJ5S5SISESI2VGONMDOMYKROT \
  | 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: 90d3d9764891248d54ce6b06e6615174f138cf4b6d18d52c8dcebf46666aa12a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "326dcb5b5d6a76dd00609e7e67ff51c6ad31543c9576bb667b8e5a3f909dee0c",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.bio-ph",
      "q-bio.GN"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-02T03:26:09Z",
    "title_canon_sha256": "729396b7ccc08a2bb1601a2c8982349d610f0b0465d6fcdfe3ad24a14e408ad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01078",
    "kind": "arxiv",
    "version": 1
  }
}