Pith Number

pith:UQRZGYUQ

pith:2025:UQRZGYUQA4TIMI6CJDNBVQEYSJ

not attested not anchored not stored refs pending

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence

Fabian Paischer, Gianluca Galletti, Johannes Brandstetter, Lorenzo Zanisi, Naomi Carey, Paul Setinek, Stanislas Pamela, William Hornsby

arxiv:2502.07469 v1 · 2025-02-11 · physics.plasm-ph · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQRZGYUQA4TIMI6CJDNBVQEYSJ}

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

Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations

Receipt and verification

First computed	2026-07-05T10:12:37.879441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a42393629007268623c248da1ac098924302c1acdeeb0c1d29f95b92c87851b4

Aliases

arxiv: 2502.07469 · arxiv_version: 2502.07469v1 · doi: 10.48550/arxiv.2502.07469 · pith_short_12: UQRZGYUQA4TI · pith_short_16: UQRZGYUQA4TIMI6C · pith_short_8: UQRZGYUQ

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/UQRZGYUQA4TIMI6CJDNBVQEYSJ \
  | 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: a42393629007268623c248da1ac098924302c1acdeeb0c1d29f95b92c87851b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5e4b714b02ebe09e1e64a52ae550105ae59bfe44f729a0584d6bdc26722c330",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.plasm-ph",
    "submitted_at": "2025-02-11T11:25:10Z",
    "title_canon_sha256": "0034866a1e550d317e786a8d55571cfc2a0a5b2f911d43ea6932b13536408644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07469",
    "kind": "arxiv",
    "version": 1
  }
}