pith. sign in
Pith Number

pith:CGF5UAFJ

pith:2019:CGF5UAFJ46PAMLCWXGHPN27DXM
not attested not anchored not stored refs pending

Artificial Intelligence Enabled Material Behavior Prediction

Anjali Singhal, James Grande, Johan Reimann, Joseph Vinciquerra, Kareem S. Aggour, Marc Edgar, Monica A. Soare, Timothy Hanlon

arxiv:1906.05270 v1 · 2019-06-12 · cs.LG · physics.app-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CGF5UAFJ46PAMLCWXGHPN27DXM}

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 2026-05-17T23:43:28.972011Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

118bda00a9e79e062c56b98ef6ebe3bb0909d9fc377d9e144af457c89cf16e51

Aliases

arxiv: 1906.05270 · arxiv_version: 1906.05270v1 · doi: 10.48550/arxiv.1906.05270 · pith_short_12: CGF5UAFJ46PA · pith_short_16: CGF5UAFJ46PAMLCW · pith_short_8: CGF5UAFJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CGF5UAFJ46PAMLCWXGHPN27DXM \
  | 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: 118bda00a9e79e062c56b98ef6ebe3bb0909d9fc377d9e144af457c89cf16e51
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "026753b50ae98ba5447474a31989c741060617c96577f37fdabac32797c17b5f",
    "cross_cats_sorted": [
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T17:52:30Z",
    "title_canon_sha256": "25afa439c75ac8b22106452e260e530649d9980a37b73ec73dad8eaebfb9f970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05270",
    "kind": "arxiv",
    "version": 1
  }
}