Pith Number

pith:VVERKBFB

pith:2025:VVERKBFBBGWZIL5NFX7ZIKM3HR

not attested not anchored not stored refs pending

Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design

Pranam Chatterjee, Sophia Tang, Tong Chen, Yinuo Zhang

arxiv:2505.07086 v2 · 2025-05-11 · cs.LG · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VVERKBFBBGWZIL5NFX7ZIKM3HR}

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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

A Time-Reparameterized Cumulative Intensity Extrapolation Sampler for Discrete Flow Matching

MP2D: Constrained Monte Carlo Tree-Guided Diffusion for Multi-Objective Protein Sequence Design

Receipt and verification

First computed	2026-07-05T11:03:04.729976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad491504a109ad942fad2dff94299b3c4218f5265f538f1055e7ea7a6f417142

Aliases

arxiv: 2505.07086 · arxiv_version: 2505.07086v2 · doi: 10.48550/arxiv.2505.07086 · pith_short_12: VVERKBFBBGWZ · pith_short_16: VVERKBFBBGWZIL5N · pith_short_8: VVERKBFB

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/VVERKBFBBGWZIL5NFX7ZIKM3HR \
  | 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: ad491504a109ad942fad2dff94299b3c4218f5265f538f1055e7ea7a6f417142

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d198a6846e9b27f45d5e95e7eaf39bea6d027cfeb897e91cdb94e700e8cdb72c",
    "cross_cats_sorted": [
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-11T18:17:44Z",
    "title_canon_sha256": "3a9ffc2b9d1cfc8ac591d64bf30e29b7302eb34749de395cc523be13616df40c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07086",
    "kind": "arxiv",
    "version": 2
  }
}