Pith Number

pith:LEFK3T6I

pith:2024:LEFK3T6INYHM7VRB5R7A6SJYNQ

not attested not anchored not stored refs pending

Material synthesis through simulations guided by machine learning: a position paper

Adolfo Speghini, Eros Radicchi, Federico Cunico, Filiberto Semenzin, Francesco Setti, Marco Cristani, Paolo Marone, Usman Syed, Uzair Khan

arxiv:2411.13953 v2 · 2024-11-21 · 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{LEFK3T6INYHM7VRB5R7A6SJYNQ}

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.

Receipt and verification

First computed	2026-07-05T09:40:21.590490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

590aadcfc86e0ecfd621ec7e0f49386c3322006c9c556732fe430620f235b71d

Aliases

arxiv: 2411.13953 · arxiv_version: 2411.13953v2 · doi: 10.48550/arxiv.2411.13953 · pith_short_12: LEFK3T6INYHM · pith_short_16: LEFK3T6INYHM7VRB · pith_short_8: LEFK3T6I

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/LEFK3T6INYHM7VRB5R7A6SJYNQ \
  | 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: 590aadcfc86e0ecfd621ec7e0f49386c3322006c9c556732fe430620f235b71d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c13fba5ff3b405d4b486bcc84ff15bb998e2fa73841787aae0b8e8330326904",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T09:06:33Z",
    "title_canon_sha256": "a06216a9da851c924a5ce12335267c7b9ac4263132da431e916da0a175d4d78d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13953",
    "kind": "arxiv",
    "version": 2
  }
}