Pith Number

pith:HGKFXOSQ

pith:2025:HGKFXOSQB3HUP5FKO4HNRLZTZW

not attested not anchored not stored refs pending

Physics-Informed Neural Networks For Semiconductor Film Deposition: A Review

Hyunwoong Ko, Tao Han, Zahra Taheri

arxiv:2507.10983 v1 · 2025-07-15 · 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{HGKFXOSQB3HUP5FKO4HNRLZTZW}

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.

Receipt and verification

First computed	2026-07-05T11:37:29.804341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39945bba500ecf47f4aa770ed8af33cd982530792b9d4b2f8d714908191fc2ae

Aliases

arxiv: 2507.10983 · arxiv_version: 2507.10983v1 · doi: 10.48550/arxiv.2507.10983 · pith_short_12: HGKFXOSQB3HU · pith_short_16: HGKFXOSQB3HUP5FK · pith_short_8: HGKFXOSQ

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/HGKFXOSQB3HUP5FKO4HNRLZTZW \
  | 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: 39945bba500ecf47f4aa770ed8af33cd982530792b9d4b2f8d714908191fc2ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f40bb7922720e50284f31d5d8a9a6fa635b67f0f1b1509f286a51c66c10072db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T04:56:26Z",
    "title_canon_sha256": "7f2d0ab95bca999aef392945ae423a9cf065bd5146d4f1721d2b0e9dc033ada2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10983",
    "kind": "arxiv",
    "version": 1
  }
}