Pith Number

pith:EZMZVZLC

pith:2023:EZMZVZLCWJUG6RBTCR4Q74S3DB

not attested not anchored not stored refs pending

Physics informed Neural Networks applied to the description of wave-particle resonance in kinetic simulations of fusion plasmas

David Zarzoso (M2P2), Jai Kumar (IRFM), Jan Ebert, Stefan Kesselheim, Virginie Grandgirard (IRFM)

arxiv:2308.12312 v1 · 2023-08-23 · physics.comp-ph · cs.AI · 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{EZMZVZLCWJUG6RBTCR4Q74S3DB}

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

Cosmo-SPINN: Fuzzy Dark Matter Simulations with Physics-Informed Generative Networks

Receipt and verification

First computed	2026-07-05T06:44:10.248664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26599ae562b2686f443314790ff25b1845afd964df8debe701d5d6217276d96c

Aliases

arxiv: 2308.12312 · arxiv_version: 2308.12312v1 · doi: 10.48550/arxiv.2308.12312 · pith_short_12: EZMZVZLCWJUG · pith_short_16: EZMZVZLCWJUG6RBT · pith_short_8: EZMZVZLC

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/EZMZVZLCWJUG6RBTCR4Q74S3DB \
  | 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: 26599ae562b2686f443314790ff25b1845afd964df8debe701d5d6217276d96c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cff4a64d77d917c5263472fb4c8d71a7626d803501985319e1eba2c2544afba",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.plasm-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2023-08-23T07:00:56Z",
    "title_canon_sha256": "d16cb365e5798e0b1bec534a2a98a6aac889c338942db72cc4df0cb62e466240"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12312",
    "kind": "arxiv",
    "version": 1
  }
}