Pith Number

pith:ZSKAKJXN

pith:2026:ZSKAKJXNALDEFOAL2OZ6FP4KV2

not attested not anchored not stored refs pending

Learning collision operators from plasma phase space data using differentiable simulators

Diogo D. Carvalho, E. Paulo Alves, Luis O. Silva, Pablo J. Bilbao, Warren B. Mori

arxiv:2601.10885 v2 · 2026-01-15 · physics.plasm-ph · cs.LG · physics.comp-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{ZSKAKJXNALDEFOAL2OZ6FP4KV2}

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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

Learning time-dependent and integro-differential collision operators from plasma phase space data using differentiable simulators

Receipt and verification

First computed	2026-06-04T01:08:40.026979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc940526ed02c642b80bd3b3e2bf8aae9f5edd2eebfb875c0766bae5965bfcd3

Aliases

arxiv: 2601.10885 · arxiv_version: 2601.10885v2 · doi: 10.48550/arxiv.2601.10885 · pith_short_12: ZSKAKJXNALDE · pith_short_16: ZSKAKJXNALDEFOAL · pith_short_8: ZSKAKJXN

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/ZSKAKJXNALDEFOAL2OZ6FP4KV2 \
  | 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: cc940526ed02c642b80bd3b3e2bf8aae9f5edd2eebfb875c0766bae5965bfcd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6c6ded76aea2c88d9d7c52c7cb0fe9172388a94225cd7aaa05b1da40d214a63",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.plasm-ph",
    "submitted_at": "2026-01-15T22:31:26Z",
    "title_canon_sha256": "d33269c37a411f293a4c17ed0ba3dd853d2c684f0bb27eeb8eb94aa414715bd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.10885",
    "kind": "arxiv",
    "version": 2
  }
}