Pith Number

pith:DF4K2OGZ

pith:2025:DF4K2OGZ6V2AJDDO65PZEZFMED

not attested not anchored not stored refs pending

Accurate and Uncertainty-Aware Multi-Task Prediction of HEA Properties Using Prior-Guided Deep Gaussian Processes

Danial Khatamsaz, Danny Perez, Douglas Allaire, Jan Janssen, Mrinalini Mulukutla, Nicolas Flores, Raymundo Arroyave, Sk Md Ahnaf Akif Alvi, Vahid Attari

arxiv:2506.14828 v1 · 2025-06-13 · cs.LG · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DF4K2OGZ6V2AJDDO65PZEZFMED}

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	2026-07-05T11:23:32.400747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1978ad38d9f574048c6ef75f9264ac20eae2ffa3c88526ea108f0159e26fea0a

Aliases

arxiv: 2506.14828 · arxiv_version: 2506.14828v1 · doi: 10.48550/arxiv.2506.14828 · pith_short_12: DF4K2OGZ6V2A · pith_short_16: DF4K2OGZ6V2AJDDO · pith_short_8: DF4K2OGZ

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/DF4K2OGZ6V2AJDDO65PZEZFMED \
  | 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: 1978ad38d9f574048c6ef75f9264ac20eae2ffa3c88526ea108f0159e26fea0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab4985263dcddb04355eb375ed373052562c76ec8a2977f84863831365aa4286",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T17:40:21Z",
    "title_canon_sha256": "9d61da1f9aad041ae903fb4b83ff08e90f34e3ba3f5edbdb5696eb0cdd1a98fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14828",
    "kind": "arxiv",
    "version": 1
  }
}