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pith:FPVBOL3I

pith:2020:FPVBOL3IAIMEORYYXOL6CEZSVY
not attested not anchored not stored refs pending

An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient

Haiyang He, Jay Pathak

arxiv:2007.09684 v1 · 2020-07-19 · cs.LG · physics.app-ph · physics.comp-ph · stat.ML

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\usepackage{pith}
\pithnumber{FPVBOL3IAIMEORYYXOL6CEZSVY}

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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.

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1 paper in Pith

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First computed 2026-07-05T01:20:27.971570Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2bea172f680218474718bb97e11332ae341400b0dda9a9cf7c791ae211537384

Aliases

arxiv: 2007.09684 · arxiv_version: 2007.09684v1 · doi: 10.48550/arxiv.2007.09684 · pith_short_12: FPVBOL3IAIME · pith_short_16: FPVBOL3IAIMEORYY · pith_short_8: FPVBOL3I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FPVBOL3IAIMEORYYXOL6CEZSVY \
  | 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: 2bea172f680218474718bb97e11332ae341400b0dda9a9cf7c791ae211537384
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a873b91a10d7ee6a76213118c75dbd1de9fe659c9f7ce0bf38de2200cca013e4",
    "cross_cats_sorted": [
      "physics.app-ph",
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-19T15:01:01Z",
    "title_canon_sha256": "8fa26de1e0974b973b0b39be489d187a6e3807ff74b8d3aa83537a45a97b02f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.09684",
    "kind": "arxiv",
    "version": 1
  }
}