Pith Number

pith:QK4OVYSW

pith:2026:QK4OVYSWJU425QJRXZOB4CMZKV

not attested not anchored not stored refs pending

MALOQ: Massively Accelerated Learning of Operators for Quantum Transport

Alexander Maeder, Alexandros Nikolaos Ziogas, Denghui Lu, Manasa Kaniselvan, Mathieu Luisier

arxiv:2606.28911 v1 · 2026-06-27 · cs.LG · cond-mat.mtrl-sci · cs.DC · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QK4OVYSWJU425QJRXZOB4CMZKV}

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.

Receipt and verification

First computed	2026-06-30T01:17:44.907952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82b8eae2564d39aec131be5c1e09995556ae9c09446149c1efab957aad80d374

Aliases

arxiv: 2606.28911 · arxiv_version: 2606.28911v1 · doi: 10.48550/arxiv.2606.28911 · pith_short_12: QK4OVYSWJU42 · pith_short_16: QK4OVYSWJU425QJR · pith_short_8: QK4OVYSW

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/QK4OVYSWJU425QJRXZOB4CMZKV \
  | 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: 82b8eae2564d39aec131be5c1e09995556ae9c09446149c1efab957aad80d374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8114dee6f3adc5f3ba6a33d3cf483a638b2c43a5c7f3d4219fc06bab3c444591",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.DC",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-27T13:34:52Z",
    "title_canon_sha256": "d74b5443ea009a3fcb08c63017f0ebcc2424511b300da9b79b5eba74f903054c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28911",
    "kind": "arxiv",
    "version": 1
  }
}