Pith Number

pith:GS2LSMVV

pith:2025:GS2LSMVVVX467HVPUQR2ZB757C

not attested not anchored not stored refs pending

BridgeNet: A Hybrid, Physics-Informed Machine Learning Framework for Solving High-Dimensional Fokker-Planck Equations

Elmira Mirzabeigi, Kourosh Parand, Rezvan Salehi

arxiv:2506.04354 v4 · 2025-06-04 · physics.comp-ph · cs.LG · math-ph · math.AP · math.MP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GS2LSMVVVX467HVPUQR2ZB757C}

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	2026-07-05T11:37:22.692229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34b4b932b5adf9ef9eafa423ac87fdf8a91ee6f69a7689d1d868b35ee3d4e93b

Aliases

arxiv: 2506.04354 · arxiv_version: 2506.04354v4 · doi: 10.48550/arxiv.2506.04354 · pith_short_12: GS2LSMVVVX46 · pith_short_16: GS2LSMVVVX467HVP · pith_short_8: GS2LSMVV

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/GS2LSMVVVX467HVPUQR2ZB757C \
  | 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: 34b4b932b5adf9ef9eafa423ac87fdf8a91ee6f69a7689d1d868b35ee3d4e93b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6f5e78d1675fab7e3d6a0ca29099d8c9b75fe378a5d01af72c69279ec30f0e4",
    "cross_cats_sorted": [
      "cs.LG",
      "math-ph",
      "math.AP",
      "math.MP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-06-04T18:12:59Z",
    "title_canon_sha256": "b4a6c055b702336cf81ae2e2e33f79a8fce77799c99649dd55a351c1d33800d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04354",
    "kind": "arxiv",
    "version": 4
  }
}