Pith Number

pith:K75P432L

pith:2020:K75P432LC2PBAY7XIA6A75X4LR

not attested not anchored not stored refs pending

Discovering Symmetry Invariants and Conserved Quantities by Interpreting Siamese Neural Networks

Joseph Scott, Maysum Panju, Roger G. Melko, Sebastian J. Wetzel, Vijay Ganesh

arxiv:2003.04299 v4 · 2020-03-09 · physics.comp-ph · cond-mat.dis-nn · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K75P432LC2PBAY7XIA6A75X4LR}

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

Toward Supporting Narrative-Driven Data Exploration: Barriers and Design Opportunities

Receipt and verification

First computed	2026-07-05T01:38:57.814770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57fafe6f4b169e1063f7403c0ff6fc5c77cfd92db13b2eeda9bdd37999dd9d9a

Aliases

arxiv: 2003.04299 · arxiv_version: 2003.04299v4 · doi: 10.48550/arxiv.2003.04299 · pith_short_12: K75P432LC2PB · pith_short_16: K75P432LC2PBAY7X · pith_short_8: K75P432L

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/K75P432LC2PBAY7XIA6A75X4LR \
  | 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: 57fafe6f4b169e1063f7403c0ff6fc5c77cfd92db13b2eeda9bdd37999dd9d9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5500c2dd66c29a23a18a3fff9671928cfb507709d1a5973cba70801be5227e82",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2020-03-09T17:58:11Z",
    "title_canon_sha256": "462c95189c2d50e28d6927cec2d8c762e4b37772b68807f70767f149bbddb149"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.04299",
    "kind": "arxiv",
    "version": 4
  }
}