Pith. sign in
Pith Number

pith:T25VUSC7

pith:2024:T25VUSC7LLE4TO4LTUVONBP2OM
not attested not anchored not stored refs pending

ParetoFlow: Guided Flows in Multi-Objective Optimization

Can Chen, Christopher Pal, Xue Liu, Ye Yuan

arxiv:2412.03718 v2 · 2024-12-04 · cs.CE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{T25VUSC7LLE4TO4LTUVONBP2OM}

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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 2026-07-05T10:17:14.270072Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9ebb5a485f5ac9c9bb8b9d2ae685fa733d6c3ac86422869b4b563d32465d8877

Aliases

arxiv: 2412.03718 · arxiv_version: 2412.03718v2 · doi: 10.48550/arxiv.2412.03718 · pith_short_12: T25VUSC7LLE4 · pith_short_16: T25VUSC7LLE4TO4L · pith_short_8: T25VUSC7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/T25VUSC7LLE4TO4LTUVONBP2OM \
  | 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: 9ebb5a485f5ac9c9bb8b9d2ae685fa733d6c3ac86422869b4b563d32465d8877
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e592f7cfc929502b106970727daa840038cb12ffbfaa38cc9627c2fab45edd32",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2024-12-04T21:14:18Z",
    "title_canon_sha256": "c772b05d058891fa2d7664956313af9d98de2a78d9b4349948c51c5a0fde3da5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03718",
    "kind": "arxiv",
    "version": 2
  }
}