Pith Number

pith:PRIEHUEM

pith:2025:PRIEHUEMHKMSE2IZ5CXE635WIM

not attested not anchored not stored refs pending

Meta-learning characteristics and dynamics of quantum systems

Dominik Zumb\"uhl, Florian Marquardt, Gerard Milburn, Jakob Foerster, Jonas Schuff, Lucas Schorling, Michael A. Osborne, Miguel J. Carballido, Natalia Ares, Pranav Vaidhyanathan

arxiv:2503.10492 v1 · 2025-03-13 · quant-ph · cond-mat.mes-hall · cs.LG · 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{PRIEHUEMHKMSE2IZ5CXE635WIM}

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

RIZZ: Routing Interactions to Near Zero-Interference Zones for Continual Adaptation of Black-Box Agents

Data-Driven Hamiltonian Reduction for Superconducting Qubits via Meta-Learning

Receipt and verification

First computed	2026-07-05T10:30:46.474395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c5043d08c3a99226919e8ae4f6fb643300436b1a8e7f9b7020f1394ed010e1e

Aliases

arxiv: 2503.10492 · arxiv_version: 2503.10492v1 · doi: 10.48550/arxiv.2503.10492 · pith_short_12: PRIEHUEMHKMS · pith_short_16: PRIEHUEMHKMSE2IZ · pith_short_8: PRIEHUEM

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/PRIEHUEMHKMSE2IZ5CXE635WIM \
  | 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: 7c5043d08c3a99226919e8ae4f6fb643300436b1a8e7f9b7020f1394ed010e1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da23061a430729c054e77d222250288675fff5fe6493f7cbf23f59bf4409ab1e",
    "cross_cats_sorted": [
      "cond-mat.mes-hall",
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-03-13T15:56:58Z",
    "title_canon_sha256": "e7afb8fc9566225521cb912765d403cd786072054c4b05f51a8c2edae3cb7851"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10492",
    "kind": "arxiv",
    "version": 1
  }
}