Pith Number

pith:F254R7S2

pith:2024:F254R7S2ROEJDAYVEJHDN7MR3P

not attested not anchored not stored refs pending

Scientific Machine Learning Based Reduced-Order Models for Plasma Turbulence Simulations

Constantin Gahr, Frank Jenko, Ionut-Gabriel Farcas

arxiv:2401.05972 v3 · 2024-01-11 · physics.comp-ph · cs.CE · cs.LG · physics.plasm-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{F254R7S2ROEJDAYVEJHDN7MR3P}

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

iGENE: A Differentiable Flux-Tube Gyrokinetic Code in TensorFlow

Receipt and verification

First computed	2026-07-05T09:37:34.460149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ebbc8fe5a8b88918315224e36fd91dbfe06794075542ae3afe8cfa9796d82b4

Aliases

arxiv: 2401.05972 · arxiv_version: 2401.05972v3 · doi: 10.48550/arxiv.2401.05972 · pith_short_12: F254R7S2ROEJ · pith_short_16: F254R7S2ROEJDAYV · pith_short_8: F254R7S2

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/F254R7S2ROEJDAYVEJHDN7MR3P \
  | 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: 2ebbc8fe5a8b88918315224e36fd91dbfe06794075542ae3afe8cfa9796d82b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fca249751431f278ba2c63da4f929210925a7d54d0358863b5ba922fa73c0ce1",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG",
      "physics.plasm-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2024-01-11T15:20:06Z",
    "title_canon_sha256": "cd946de8adbc640d87ec4811ad383d35c2404ae6b390dce79ceef1579540fd82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05972",
    "kind": "arxiv",
    "version": 3
  }
}