Pith. sign in
Pith Number

pith:PLFHY4ZQ

pith:2024:PLFHY4ZQHDL5ZDE7F37PGYS4CD
not attested not anchored not stored refs pending

Improving the Robustness of the Projected Gradient Descent Method for Nonlinear Constrained Optimization Problems in Topology Optimization

Florin Ilinca, Lucka Barbeau, Marc-\'Etienne Lamarche-Gagnon

arxiv:2412.07634 v1 · 2024-12-10 · math.OC · math-ph · math.MP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PLFHY4ZQHDL5ZDE7F37PGYS4CD}

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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.
Receipt and verification
First computed 2026-07-05T11:22:34.707252Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7aca7c733038d7dc8c9f2efef3625c10db13bce7376a047a69e28815aa70f2e0

Aliases

arxiv: 2412.07634 · arxiv_version: 2412.07634v1 · doi: 10.48550/arxiv.2412.07634 · pith_short_12: PLFHY4ZQHDL5 · pith_short_16: PLFHY4ZQHDL5ZDE7 · pith_short_8: PLFHY4ZQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PLFHY4ZQHDL5ZDE7F37PGYS4CD \
  | 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: 7aca7c733038d7dc8c9f2efef3625c10db13bce7376a047a69e28815aa70f2e0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c104bf1d31db8f2963c14d4a856afc0aa735c33c5cb8df7c63a854bfef8c107d",
    "cross_cats_sorted": [
      "math-ph",
      "math.MP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-10T16:13:59Z",
    "title_canon_sha256": "6f05d516b22a95b1d270ea9b90d0b6069494d0f7091a5539f84fdd5627309f9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07634",
    "kind": "arxiv",
    "version": 1
  }
}