Pith Number

pith:WF2F2KSI

pith:2026:WF2F2KSIGWR4RTE4FK4RXDPNAT

not attested not anchored not stored refs pending

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

Adriano Agnello, Alessandra Pascale, Alexander Whittle, Andrea Loreti, C\'ecile Rousseau, Eszter Sz\'ekely, George K. Holt, Juan Bernabe Moreno, Mykhaylo Zayats, Nicola C. Amorisco, Robert Akers, Rodrigo H. Ordonez-Hurtado, Samuel Jackson, Stanislas Pamela, Tobia Boschi, Vassil Alexandrov

arxiv:2602.15084 v2 · 2026-02-16 · physics.plasm-ph · cs.AI · 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{WF2F2KSIGWR4RTE4FK4RXDPNAT}

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

TokaMind for Power Grid: Cross-Domain Transfer from Fusion Plasma

Receipt and verification

First computed	2026-06-08T01:05:07.845494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1745d2a4835a3c8cc9c2ab91b8ded04dc4a0be145527dc432d390d13572cddc

Aliases

arxiv: 2602.15084 · arxiv_version: 2602.15084v2 · doi: 10.48550/arxiv.2602.15084 · pith_short_12: WF2F2KSIGWR4 · pith_short_16: WF2F2KSIGWR4RTE4 · pith_short_8: WF2F2KSI

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/WF2F2KSIGWR4RTE4FK4RXDPNAT \
  | 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: b1745d2a4835a3c8cc9c2ab91b8ded04dc4a0be145527dc432d390d13572cddc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc18316d257d6063764f299b937cca385eb965f8685d8933bebd95319dd5c199",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.plasm-ph",
    "submitted_at": "2026-02-16T12:26:07Z",
    "title_canon_sha256": "d850f9ed79742ea0171ae14ef59cd7a3ad1c335be24e6c6ee0c7771359133050"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.15084",
    "kind": "arxiv",
    "version": 2
  }
}