Pith Number

pith:3W3LVPY7

pith:2021:3W3LVPY7HO7ZQ6OSRR7Q6D4LJG

not attested not anchored not stored refs pending

JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design

AkshatKumar Nigam, Alan Aspuru-Guzik, Robert Pollice

arxiv:2106.04011 v2 · 2021-06-07 · cs.NE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3W3LVPY7HO7ZQ6OSRR7Q6D4LJG}

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

Multi-Objective Molecular Generation with Frequency-Controlled Evolutionary Dynamics

Receipt and verification

First computed	2026-07-05T03:05:50.976937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddb6babf1f3bbf9879d28c7f0f0f8b49af7ed339413ab17573021cdaa95f6469

Aliases

arxiv: 2106.04011 · arxiv_version: 2106.04011v2 · doi: 10.48550/arxiv.2106.04011 · pith_short_12: 3W3LVPY7HO7Z · pith_short_16: 3W3LVPY7HO7ZQ6OS · pith_short_8: 3W3LVPY7

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/3W3LVPY7HO7ZQ6OSRR7Q6D4LJG \
  | 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: ddb6babf1f3bbf9879d28c7f0f0f8b49af7ed339413ab17573021cdaa95f6469

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08c18f24e7828f62657ecfa6d0a2f9be78831d0b9272071c51a9c34dfbb1f705",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2021-06-07T23:41:34Z",
    "title_canon_sha256": "d2e773bb7899b6fdf40370927df87d2ab945895062257b0e1c9f706ee4c645b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04011",
    "kind": "arxiv",
    "version": 2
  }
}