Pith Number

pith:FRNCOITW

pith:2024:FRNCOITW5EBNO5FW3TO2DPT5NN

not attested not anchored not stored refs pending

Generative Neural Reparameterization for Differentiable PDE-constrained Optimization

Archis S. Joglekar

arxiv:2410.12683 v1 · 2024-10-16 · physics.comp-ph · cs.AI · cs.LG · cs.NA · math.NA · 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{FRNCOITW5EBNO5FW3TO2DPT5NN}

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

Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization

Receipt and verification

First computed	2026-07-05T09:21:32.419442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c5a272276e902d774b6dcdda1be7d6b408959945502050e7b2db9cc34c1718d

Aliases

arxiv: 2410.12683 · arxiv_version: 2410.12683v1 · doi: 10.48550/arxiv.2410.12683 · pith_short_12: FRNCOITW5EBN · pith_short_16: FRNCOITW5EBNO5FW · pith_short_8: FRNCOITW

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/FRNCOITW5EBNO5FW3TO2DPT5NN \
  | 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: 2c5a272276e902d774b6dcdda1be7d6b408959945502050e7b2db9cc34c1718d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59bfd5f06ab7eb76a264668efd7f8724bcec9a90700626b054b32180c3a6b1e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NA",
      "math.NA",
      "physics.plasm-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2024-10-16T15:46:48Z",
    "title_canon_sha256": "0062930105256943012838e39cfcd3b331bb9c9cd1feac403510ac8f7c4847d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12683",
    "kind": "arxiv",
    "version": 1
  }
}