Pith Number

pith:PFFECLET

pith:2023:PFFECLETSAHMPTVNUG5VW6HPD2

not attested not anchored not stored refs pending

VAE for Modified 1-Hot Generative Materials Modeling, A Step Towards Inverse Material Design

Khalid El-Awady

arxiv:2401.06779 v1 · 2023-12-25 · cond-mat.mtrl-sci · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PFFECLETSAHMPTVNUG5VW6HPD2}

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

AIMatDesign: Knowledge-Augmented Reinforcement Learning for Inverse Materials Design under Data Scarcity

Receipt and verification

First computed	2026-07-05T07:33:26.156843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

794a412c93900ec7ceada1bb5b78ef1e9c47766d06c1141d2994aa851c6633f7

Aliases

arxiv: 2401.06779 · arxiv_version: 2401.06779v1 · doi: 10.48550/arxiv.2401.06779 · pith_short_12: PFFECLETSAHM · pith_short_16: PFFECLETSAHMPTVN · pith_short_8: PFFECLET

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/PFFECLETSAHMPTVNUG5VW6HPD2 \
  | 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: 794a412c93900ec7ceada1bb5b78ef1e9c47766d06c1141d2994aa851c6633f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f24b5102866d5f50eade14321fc8300d594de24d902d61007f4563738a3ed8ee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2023-12-25T04:04:47Z",
    "title_canon_sha256": "cfd39f4f774fc66db93d01364791529030c95506cc681edcea2e99b2ed44081b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06779",
    "kind": "arxiv",
    "version": 1
  }
}