Pith Number

pith:6FSY7Z6A

pith:2022:6FSY7Z6AYZGIOVCUTU2QQB4L7I

not attested not anchored not stored refs pending

Efficient Learning of Accurate Surrogates for Simulations of Complex Systems

A. Diaw, I. Sagert, L. G. Stanton, M. McKerns, M. S. Murillo

arxiv:2207.12855 v3 · 2022-07-11 · cs.LG · nucl-th · physics.comp-ph · physics.data-an · 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{6FSY7Z6AYZGIOVCUTU2QQB4L7I}

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

Cycle-Consistent and Uncertainty-Aware Neural Surrogates for Tokamak Edge Plasmas

Receipt and verification

First computed	2026-07-05T08:20:05.901894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1658fe7c0c64c8754549d3508078bfa33985be9de85d85f853e92d49ff08a63

Aliases

arxiv: 2207.12855 · arxiv_version: 2207.12855v3 · doi: 10.48550/arxiv.2207.12855 · pith_short_12: 6FSY7Z6AYZGI · pith_short_16: 6FSY7Z6AYZGIOVCU · pith_short_8: 6FSY7Z6A

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/6FSY7Z6AYZGIOVCUTU2QQB4L7I \
  | 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: f1658fe7c0c64c8754549d3508078bfa33985be9de85d85f853e92d49ff08a63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbf19034c9da06ae41df05169fcf6e529944a24f4c3231c7c674d05ad74ed31b",
    "cross_cats_sorted": [
      "nucl-th",
      "physics.comp-ph",
      "physics.data-an",
      "physics.plasm-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-11T20:51:11Z",
    "title_canon_sha256": "162db07551cc68ecc2a61157876981e9d48929d09df52e8642584fafe5aad02f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.12855",
    "kind": "arxiv",
    "version": 3
  }
}