Pith Number

pith:C5WJ4LH7

pith:2023:C5WJ4LH7SNZXZA24AB6XQKUUZ3

not attested not anchored not stored refs pending

Plasma Surrogate Modelling using Fourier Neural Operators

Ander Gray, Anima Anandkumar, Daniel Brennand, Gregory Stathopoulos, JOREK Team, Lorenzo Zanisi, Marc Peter Deisenroth, MAST Team, Matt Kusner, Nitesh Bhatia, Stanislas Pamela, Vignesh Gopakumar, Zongyi Li

arxiv:2311.05967 v2 · 2023-11-10 · physics.plasm-ph · 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{C5WJ4LH7SNZXZA24AB6XQKUUZ3}

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

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Deep-Learning based surrogate models for plasma exhaust simulations -- SOLPS-NN

Receipt and verification

First computed	2026-07-05T08:33:33.241509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

176c9e2cff93737c835c007d782a94cee1dff8a6b9399898b9818c307f2cd3f1

Aliases

arxiv: 2311.05967 · arxiv_version: 2311.05967v2 · doi: 10.48550/arxiv.2311.05967 · pith_short_12: C5WJ4LH7SNZX · pith_short_16: C5WJ4LH7SNZXZA24 · pith_short_8: C5WJ4LH7

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/C5WJ4LH7SNZXZA24AB6XQKUUZ3 \
  | 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: 176c9e2cff93737c835c007d782a94cee1dff8a6b9399898b9818c307f2cd3f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33ecb1ac12eca6d39fa1aca9009883362b2e81a4888556fc1daabcf0d1bb1318",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.plasm-ph",
    "submitted_at": "2023-11-10T10:05:00Z",
    "title_canon_sha256": "f6f2a76e459644efeb1c0897ed4ffd7d1e7e3ef6493421f6348c252a1bf460e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05967",
    "kind": "arxiv",
    "version": 2
  }
}