Pith Number

pith:CFXVORTA

pith:2024:CFXVORTAFJV67KYKXFTSQRCF2W

not attested not anchored not stored refs pending

Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems

Hwijae Son, Sung Woong Cho

arxiv:2412.03161 v2 · 2024-12-04 · math.NA · cs.AI · cs.NA

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\usepackage{pith}
\pithnumber{CFXVORTAFJV67KYKXFTSQRCF2W}

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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

2 papers in Pith

Spatiotemporal decoupled physics-informed Stone-Weierstrass neural operator for long-time prediction of time-dependent parametric PDEs

DiLO: Decoupling Generative Priors and Neural Operators via Diffusion Latent Optimization for Inverse Problems

Receipt and verification

First computed	2026-07-05T10:10:47.168866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

116f5746602a6befab0ab967284445d59e3333ee6a2e33de608c12a52252956d

Aliases

arxiv: 2412.03161 · arxiv_version: 2412.03161v2 · doi: 10.48550/arxiv.2412.03161 · pith_short_12: CFXVORTAFJV6 · pith_short_16: CFXVORTAFJV67KYK · pith_short_8: CFXVORTA

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/CFXVORTAFJV67KYKXFTSQRCF2W \
  | 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: 116f5746602a6befab0ab967284445d59e3333ee6a2e33de608c12a52252956d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee5291e9a311496c64bf81b6957f981a90239794e8a667f337aaf186b5595a54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2024-12-04T09:38:58Z",
    "title_canon_sha256": "792b2329df48e94f6073bf4e6e5490310977f18cc4168c60391cf530070c2f93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03161",
    "kind": "arxiv",
    "version": 2
  }
}